144 results on '"Xiaodong Zhong"'
Search Results
2. Deep Learning-Based Parameter Mapping With Uncertainty Estimation For Fat Quantification Using Accelerated Free-Breathing Radial MRI.
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Shu-Fu Shih, Sevgi Gokce Kafali, Tess Armstrong, Xiaodong Zhong, Kara L. Calkins, and Holden H. Wu
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- 2021
- Full Text
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3. Body composition profiling at 0.55T: Feasibility and precision
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Krishna S. Nayak, Sophia X. Cui, Bilal Tasdelen, Ecrin Yagiz, Sarah Weston, Xiaodong Zhong, and André Ahlgren
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Radiology, Nuclear Medicine and imaging - Published
- 2023
4. Chemical Shift MRI Monitoring of Chemoembolization Delivery for Hepatocellular Carcinoma: Multicenter Feasibility of Initial Clinical Translation
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Andrew C. Gordon, Robert J. Lewandowski, Weiguo Li, Xiaodong Zhong, Stephan A. R. Kannengiesser, Frank H. Miller, Riad Salem, William S. Rilling, Andrew C. Larson, and Sarah B. White
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Oncology ,Radiology, Nuclear Medicine and imaging ,Original Research - Abstract
PURPOSE: To demonstrate the feasibility of using chemical shift fat-water MRI methods to visualize and measure intrahepatic delivery of ethiodized oil to liver tumors following conventional transarterial chemoembolization (cTACE). MATERIALS AND METHODS: Twenty-eight participants (mean age, 66 years ± 8 [SD]; 22 men) with hepatocellular carcinoma (HCC) treated with cTACE were evaluated with follow-up chemical shift MRI in this Health Insurance Portability and Accountability Act–compliant prospective, institutional review board–approved study. Uptake of ethiodized oil was evaluated at 1-month follow-up chemical shift MRI. Measurements of tumor size (MRI and CT), attenuation and enhancement (CT), fat content percentage, and tumor:normal ratio (MRI) were compared by lesion for responders versus nonresponders, as assessed with modified Response Evaluation Criteria in Solid Tumors and European Association for the Study of the Liver (EASL) criteria. Adverse events and overall survival by the Kaplan-Meier method were secondary end points. RESULTS: Focal tumor ethiodized oil retention was 46% (12 of 26 tumors) at 24 hours and 47% (18 of 38 tumors) at 1 month after cTACE. Tumor volume at CT did not differ between EASL-defined responders and nonresponders (P = .06). Tumor ethiodized oil volume measured with chemical shift MRI was statistically significantly higher for EASL-defined nonresponders (P = .02). Doxorubicin dosing (P = .53), presence of focal fat (P = .83), and a combined end point of focal fat and low doxorubicin dosing (P = .97) did not stratify overall survival after cTACE. CONCLUSION: Chemical shift MRI allowed for assessment of tumor delivery of ethiodized oil out to 1 month after cTACE in participants with HCC and demonstrated tumor ethiodized oil volume as a potential tool for stratification of tumor response by EASL criteria. Keywords: MRI, Chemical Shift Imaging, CT, Hepatic Chemoembolization, Ethiodized Oil Clinicaltrials.gov registration no.: NCT02173119 Supplemental material is available for this article. © RSNA, 2023
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- 2023
5. Hepatic Iron Quantification Using a <scp>Free‐Breathing 3D</scp> Radial Gradient Echo Technique and Validation With a <scp>2D</scp> Biopsy‐Calibrated <scp> R 2 </scp> * Relaxometry Method
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Utsav Shrestha, Xiaodong Zhong, Chris Goode, Ralf B. Loeffler, Joseph L. Holtrop, Cara E. Morin, Shawyon Chase Rohani, Jane S. Hankins, Aaryani Tipirneni-Sajja, Ayaz Khan, Stephan Kannengiesser, and Claudia M. Hillenbrand
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Male ,Relaxometry ,Contouring ,Reproducibility ,Iron Overload ,Adolescent ,Wilcoxon signed-rank test ,business.industry ,Intraclass correlation ,Biopsy ,Iron ,Reproducibility of Results ,Magnetic Resonance Imaging ,Liver ,Statistical significance ,Linear regression ,Humans ,Female ,Radiology, Nuclear Medicine and imaging ,Analysis of variance ,Child ,Nuclear medicine ,business ,Retrospective Studies ,Mathematics - Abstract
Background Hepatic iron content (HIC) is an important parameter for the management of iron overload. Non-invasive HIC assessment is often performed using biopsy-calibrated two-dimensional breath-hold Cartesian gradient echo (2D BH GRE) R2 * -MRI. However, breath-holding is not possible in most pediatric patients or those with respiratory problems, and three-dimensional free-breathing radial GRE (3D FB rGRE) has emerged as a viable alternative. Purpose To evaluate the performance of a 3D FB rGRE and validate its R2 * and fat fraction (FF) quantification with 3D breath-hold Cartesian GRE (3D BH cGRE) and biopsy-calibrated 2D BH GRE across a wide range of HICs. Study type Retrospective. Subjects Twenty-nine patients with hepatic iron overload (22 females, median age: 15 [5-25] years). Field strength/sequence Three-dimensional radial and 2D and 3D Cartesian multi-echo GRE at 1.5 T. Assessment R2 * and FF maps were computed for 3D GREs using a multi-spectral fat model and 2D GRE R2 * maps were calculated using a mono-exponential model. Mean R2 * and FF values were calculated via whole-liver contouring and T2 * -thresholding by three operators. Statistical tests Inter- and intra-observer reproducibility was assessed using Bland-Altman and intraclass correlation coefficient (ICC). Linear regression and Bland-Altman analysis were performed to compare R2 * and FF values among the three acquisitions. One-way repeated-measures ANOVA and Wilcoxon signed-rank tests, respectively, were used to test for significant differences between R2 * and FF values obtained with different acquisitions. Statistical significance was assumed at P Results The mean biases and ICC for inter- and intra-observer reproducibility were close to 0% and >0.99, respectively for both R2 * and FF. The 3D FB rGRE R2 * and FF values were not significantly different (P > 0.44) and highly correlated (R2 ≥ 0.98) with breath-hold Cartesian GREs, with mean biases ≤ ±2.5% and slopes 0.90-1.12. In non-breath-holding patients, Cartesian GREs showed motion artifacts, whereas 3D FB rGRE exhibited only minimal streaking artifacts. Data conclusion Free-breathing 3D radial GRE is a viable alternative in non-breath-hold patients for accurate HIC estimation. Level of evidence 3 TECHNICAL EFFICACY: Stage 2.
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- 2021
6. Balanced energy consumption and cluster-based routing protocol.
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Huabiao Qin, Xiaodong Zhong, and Zhiyong Xiao
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- 2011
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7. Free‐breathing multitasking multi‐echo MRI for whole‐liver water‐specific T 1 , proton density fat fraction, and quantification
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Tianle Cao, Sen Ma, Alan C. Kwan, Debiao Li, Zhaoyang Fan, Hui Han, Vibhas S. Deshpande, Nan Wang, Anthony G. Christodoulou, Fei Han, Mazen Noureddin, Xiaoming Bi, Yibin Xie, and Xiaodong Zhong
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Physics ,Nuclear magnetic resonance ,Liver tissue ,Whole liver ,Proton density fat fraction ,Radiology, Nuclear Medicine and imaging ,In patient ,Repeatability ,Imaging phantom ,Free breathing ,Multi echo - Abstract
Purpose To develop a 3D multitasking multi-echo (MT-ME) technique for the comprehensive characterization of liver tissues with 5-min free-breathing acquisition; whole-liver coverage; a spatial resolution of 1.5 × 1.5 × 6 mm3 ; and simultaneous quantification of T1 , water-specific T1 (T1w ), proton density fat fraction (PDFF), and R 2 ∗ . Methods Six-echo bipolar spoiled gradient echo readouts following inversion recovery preparation was performed to generate T1 , water/fat, and R 2 ∗ contrast. MR multitasking was used to reconstruct the MT-ME images with 3 spatial dimensions: 1 T1 recovery dimension, 1 multi-echo dimension, and 1 respiratory dimension. A basis function-based approach was developed for T1w quantification, followed by the estimation of R 2 ∗ and T1 -corrected PDFF. The intrasession repeatability and agreement against references of MT-ME measurements were tested on a phantom and 15 clinically healthy subjects. In addition, 4 patients with confirmed liver diseases were recruited, and the agreement between MT-ME measurements and references was assessed. Results MT-ME produced high-quality, coregistered T1 , T1w , PDFF, and R 2 ∗ maps with good intrasession repeatability and substantial agreement with references on phantom and human studies. The intra-class coefficients of T1 , T1w , PDFF, and R 2 ∗ from the repeat MT-ME measurements on clinically healthy subjects were 0.989, 0.990, 0.999, and 0.988, respectively. The intra-class coefficients of T1 , PDFF, and R 2 ∗ between the MT-ME and reference measurements were 0.924, 0.987, and 0.975 in healthy subjects and 0.980, 0.999, and 0.998 in patients. The T1w was independent to PDFF (R = -0.029, P = .904). Conclusion The proposed MT-ME technique quantifies T1 , T1w , PDFF, and R 2 ∗ simultaneously and is clinically promising for the comprehensive characterization of liver tissue properties.
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- 2021
8. Accelerated k‐space shift calibration for free‐breathing stack‐of‐radial MRI quantification of liver fat and
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Xinzhou Li, Xiaodong Zhong, Vibhas S. Deshpande, Holden H. Wu, Fei Han, Peng Hu, Marcel Dominik Nickel, Tess Armstrong, Sevgi Gokce Kafali, Chang Gao, and Brian M. Dale
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Calibration (statistics) ,Reproducibility of Results ,Bayes Theorem ,k-space ,Magnetic Resonance Imaging ,Imaging phantom ,Normal distribution ,Acceleration ,Adipose Tissue ,Liver ,Stack (abstract data type) ,Calibration ,Liver fat ,Humans ,Radiology, Nuclear Medicine and imaging ,Free breathing ,Mathematics ,Biomedical engineering - Abstract
PURPOSE To develop an accelerated k-space shift calibration method for free-breathing 3D stack-of-radial MRI quantification of liver proton-density fat fraction (PDFF) and R2∗ . METHODS Accelerated k-space shift calibration was developed to partially skip acquisition of k-space shift data in the through-plane direction then interpolate in processing, as well as to reduce the in-plane averages. A multi-echo stack-of-radial sequence with the baseline calibration was evaluated on a phantom versus vendor-provided reference-standard PDFF and R2∗ values at 1.5T, and in 13 healthy subjects and 5 clinical subjects at 3T with respect to reference-standard breath-hold Cartesian acquisitions. PDFF and R2∗ maps were calculated with different calibration acceleration factors offline and compared to reference-standard values using Bland-Altman analysis. Bias and uncertainty were evaluated using normal distribution and Bayesian probability of difference (P < .05 considered significant). RESULTS Bland-Altman plots of phantom and in vivo data showed that substantial acceleration was highly feasible in both through-plane and in-plane directions. Compared to the baseline calibration without acceleration, Bayesian analysis revealed no significant differences on biases and uncertainties of PDFF and R2∗ measurements with all acceleration methods in this study, except the method with through-plane acceleration equaling slices and averages equaling 20 for PDFF and R2∗ (both P < .001) for the phantom. A six-fold reduction in equivalent calibration acquisition time (time saving ≥25 s and ≥80.7%) was achieved using recommended acceleration factors for the in vivo protocols in this study. CONCLUSION This proposed method may allow accelerated calibration for free-breathing stack-of-radial MRI PDFF and R2∗ mapping.
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- 2021
9. Undersampling artifact reduction for free-breathing 3D stack-of-radial MRI based on a deep adversarial learning network
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Chang Gao, Vahid Ghodrati, Shu-Fu Shih, Holden H. Wu, Yongkai Liu, Marcel Dominik Nickel, Thomas Vahle, Brian Dale, Victor Sai, Ely Felker, Chuthaporn Surawech, Qi Miao, J. Paul Finn, Xiaodong Zhong, and Peng Hu
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Motion ,Respiration ,Biomedical Engineering ,Biophysics ,Image Processing, Computer-Assisted ,Radiology, Nuclear Medicine and imaging ,Artifacts ,Magnetic Resonance Imaging - Abstract
Stack-of-radial MRI allows free-breathing abdominal scans, however, it requires relatively long acquisition time. Undersampling reduces scan time but can cause streaking artifacts and degrade image quality. This study developed deep learning networks with adversarial loss and evaluated the performance of reducing streaking artifacts and preserving perceptual image sharpness.A 3D generative adversarial network (GAN) was developed for reducing streaking artifacts in stack-of-radial abdominal scans. Training and validation datasets were self-gated to 5 respiratory states to reduce motion artifacts and to effectively augment the data. The network used a combination of three loss functions to constrain the anatomy and preserve image quality: adversarial loss, mean-squared-error loss and structural similarity index loss. The performance of the network was investigated for 3-5 times undersampled data from 2 institutions. The performance of the GAN for 5 times accelerated images was compared with a 3D U-Net and evaluated using quantitative NMSE, SSIM and region of interest (ROI) measurements as well as qualitative scores of radiologists.The 3D GAN showed similar NMSE (0.0657 vs. 0.0559, p = 0.5217) and significantly higher SSIM (0.841 vs. 0.798, p 0.0001) compared to U-Net. ROI analysis showed GAN removed streaks in both the background air and the tissue and was not significantly different from the reference mean and variations. Radiologists' scores showed GAN had a significant improvement of 1.6 point (p = 0.004) on a 4-point scale in streaking score while no significant difference in sharpness score compared to the input.3D GAN removes streaking artifacts and preserves perceptual image details.
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- 2022
10. Read-out Segmented Echo Planar Imaging with Two-Dimensional Navigator Correction (RESOLVE): An Alternative Sequence to Improve Image Quality on Diffusion-Weighted Imaging of Prostate
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Melina Hosseiny, Kyung Hyun Sung, Ely Felker, Voraparee Suvannarerg, Teeravut Tubtawee, Ariel Shafa, Krishan R. Arora, Justin Ching, Anjalie Gulati, Afshin Azadikhah, Xiaodong Zhong, James Sayre, David Lu, and Steven S Raman
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Male ,Diffusion Magnetic Resonance Imaging ,Echo-Planar Imaging ,Prostate ,Humans ,Radiology, Nuclear Medicine and imaging ,General Medicine ,Prospective Studies ,Pelvis - Abstract
Objective: We aimed to investigate if the use of read-out segmented echoplanar imaging with additional two-dimensional navigator correction (Readout Segmentation of Long Variable Echo, RESOLVE) for acquiring prostate diffusion-weighted imaging (DWI) improves image quality, compared to single-shot echoplanar imaging (ss-EPI). Methods: This single-center prospective study cohort included 162 males with suspected prostate cancer, who underwent 3 Tesla multiparametric MRI (3T-mpMRI). Two abdominal radiologists, blinded to the clinical information, separately reviewed each 3T-mpMRI study to rank geometrical distortion, degree of rectal distention, lesion conspicuity, and anatomic details delineation first on ss-EPI-DWI and later on RESOLVE-DWI using 5-point scales (1 = excellent, 5 = poor). The average of the ranking scores given by two readers was generated and used as the final score. Results: There was good-to-excellent interreader agreement for scoring image quality parameters on both ss-EPI and RESOLVE. Geometrical distortion scores > 3 was seen in 12.3% (20/162) of ss-EPI images, with all having geometrical distortion score Conclusion: Compared to conventional ss-EPI, the use of RESOLVE for acquisition of prostate DWI resulted in significantly enhanced image quality and reduced geometrical distortion. Advances in knowledge: RESOLVE could be an alternative or replacement of ss-EPI for acquiring prostate DWI with significantly less geometrical distortion and significantly improved lesion conspicuity and anatomic delineation.
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- 2022
11. Free‐Breathing Volumetric Liver and Proton Density Fat Fraction Quantification in Pediatric Patients Using Stack‐of‐Radial <scp>MRI</scp> With Self‐Gating Motion Compensation
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Tsu-Chin Tsao, Houchun H. Hu, Xinzhou Li, Brian M. Dale, Holden H. Wu, Stephan Kannengiesser, Tess Armstrong, Vibhas S. Deshpande, Yu-Hsiu Lee, Marcel Dominik Nickel, Xiaodong Zhong, and Berthold Kiefer
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Motion compensation ,Intraclass correlation ,business.industry ,Region of interest ,Self gating ,Proton density fat fraction ,Medicine ,Radiology, Nuclear Medicine and imaging ,Positive bias ,business ,Nuclear medicine ,Imaging phantom ,Free breathing - Abstract
BACKGROUND Stack-of-radial multiecho gradient-echo MRI is promising for free-breathing liver R2* quantification and may benefit children. PURPOSE To validate stack-of-radial MRI with self-gating motion compensation in phantoms, and to evaluate it in children. STUDY TYPE Prospective. PHANTOMS Four vials with different R2* driven by a motion stage. SUBJECTS Sixteen pediatric patients with suspected nonalcoholic fatty liver disease or steatohepatitis (five females, 13 ± 4 years, body mass index 29.2 ± 8.6 kg/m2 ). FIELD STRENGTH/SEQUENCES Stack-of-radial, and 2D and 3D Cartesian multiecho gradient-echo sequences at 3T. ASSESSMENT Ungated and gated stack-of-radial proton density fat fraction (PDFF) and R2* maps were reconstructed without and with self-gating motion compensation. Stack-of-radial R2* measurements of phantoms without and with motion were validated against reference 2D Cartesian results of phantoms without motion. In subjects, free-breathing stack-of-radial and reference breath-hold 3D Cartesian were acquired. Subject inclusion for statistical analysis and region of interest placement were determined independently by two observers. STATISTICAL TESTS Phantom results were fitted with a weighted linear model. Demographic differences between excluded and included subjects were tested by multivariate analysis of variance. PDFF and R2* measurements were compared using Bland-Altman analysis. Interobserver agreement was assessed by the intraclass correlation coefficient (ICC). RESULTS Ungated stack-of-radial R2* inside moving phantom vials showed a significant positive bias of 64.3 s-1 (P 0.31). Subject inclusion decisions for statistical analysis from two observers were consistent. No significant differences were found between four excluded and 12 included subjects (P = 0.14). Compared to breath-hold Cartesian, ungated and gated free-breathing stack-of-radial exhibited mean R2* differences of 18.5 s-1 and 3.6 s-1 . Mean PDFF differences were 1.1% and 1.0% for ungated and gated measurements, respectively. Interobserver agreement was excellent (ICC for PDFF = 0.99, ICC for R2* = 0.90; P
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- 2020
12. Deep Learning-Based Parameter Mapping with Uncertainty Estimation for Fat Quantification using Accelerated Free-Breathing Radial MRI
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Xiaodong Zhong, Sevgi Gokce Kafali, Kara L. Calkins, Tess Armstrong, Holden H. Wu, and Shu-Fu Shih
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medicine.diagnostic_test ,Computer science ,business.industry ,Image quality ,Deep learning ,Pattern recognition ,Magnetic resonance imaging ,Fat quantification ,Signal ,Article ,Acceleration ,Uncertainty estimation ,medicine ,Artificial intelligence ,business ,Free breathing - Abstract
Deep learning has been applied to remove artifacts from undersampled MRI and to replace time-consuming signal fitting in quantitative MRI, but these have usually been treated as separate tasks, which does not fully exploit the shared information. This work proposes a new two-stage framework that completes these two tasks in a concerted approach and also estimates the pixel-wise uncertainty levels. Results from accelerated free-breathing radial MRI for liver fat quantification demonstrate that the proposed framework can achieve high image quality from undersampled radial data, high accuracy for liver fat quantification, and detect uncertainty caused by noisy input data. The proposed framework achieved 3-fold acceleration to
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- 2022
13. Improving the Magnetic Resonance Imaging Contrast and Detection Methods with Engineered Magnetic Nanoparticles
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Jing Huang, Xiaodong Zhong, Liya Wang, Lily Yang, Hui Mao
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Medicine - Abstract
Engineering and functionalizing magnetic nanoparticles have been an area of the extensive research and development in the biomedical and nanomedicine fields. Because their biocompatibility and toxicity are well investigated and better understood, magnetic nanoparticles, especially iron oxide nanoparticles, are better suited materials as contrast agents for magnetic resonance imaging (MRI) and for image-directed delivery of therapeutics. Given tunable magnetic properties and various surface chemistries from the coating materials, most applications of engineered magnetic nanoparticles take advantages of their superb MRI contrast enhancing capability as well as surface functionalities. It has been found that MRI contrast enhancement by magnetic nanoparticles is highly dependent on the composition, size and surface properties as well as the degree of aggregation of the nanoparticles. Therefore, understanding the relationships between these intrinsic parameters and the relaxivities that contribute to MRI contrast can lead to establishing essential guidance that may direct the design of engineered magnetic nanoparticles for theranostics applications. On the other hand, new contrast mechanism and imaging strategy can be developed based on the novel properties of engineered magnetic nanoparticles. This review will focus on discussing the recent findings on some chemical and physical properties of engineered magnetic nanoparticles affecting the relaxivities as well as the impact on MRI contrast. Furthermore, MRI methods for imaging magnetic nanoparticles including several newly developed MRI approaches aiming at improving the detection and quantification of the engineered magnetic nanoparticles are described.
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- 2012
14. Convolutional neural network in the detection of gastrointestinal tumor and tap
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Shengyong Zhai, Longfeng Du, Xiaodong Zhong, Xiaojing Sun, Shanshan Zhang, and Fei Yuan
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General Computer Science ,Electrical and Electronic Engineering - Published
- 2022
15. The cross-polarization scattering system for the magnetic fluctuation measurement in the Experimental Advanced Superconducting Tokamak
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Ge Zhuang, S. B. Zhang, C. Zhou, H. Li, J. Zhang, H.R. Fan, Z. Y. Liu, Tao Lan, Y. Q. Liu, Zhengkun Liu, Xuefei Feng, J. L. Xie, A. D. Liu, Wenzhe Mao, Weihao Liu, J. X. Ji, Xiaodong Zhong, and L. Q. Hu
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010302 applied physics ,Physics ,business.industry ,Scattering ,Cross polarization ,01 natural sciences ,Electromagnetic radiation ,010305 fluids & plasmas ,Ray tracing (physics) ,Superconducting tokamak ,symbols.namesake ,Optics ,Amplitude ,0103 physical sciences ,symbols ,Wavenumber ,business ,Instrumentation ,Doppler effect - Abstract
The cross-polarization scattering (CPS) system for magnetic fluctuation measurements in the Experimental Advanced Superconducting Tokamak (EAST) has been designed and installed. Different from the Doppler reflectometer (DR) system, the CPS system detects the perpendicular polarization of the electromagnetic wave induced by magnetic fluctuations B̃. The CPS system in the EAST has been developed from the existing Doppler reflectometer system, and they are integrated together for simultaneous measurement of magnetic and density fluctuations. Ray-tracing simulations are used to calculate the scattering locations and the wavenumber coverage of the magnetic fluctuation for CPS. In the experiments, the CPS and DR system data were different in Doppler shift, amplitude, and spectrum broadening. In this article, the hardware design, the ray tracing, and the preliminary results of the system in the EAST are presented.
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- 2021
16. Effect of respiratory motion on free‐breathing 3D stack‐of‐radial liver relaxometry and improved quantification accuracy using self‐gating
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Holden H. Wu, Stephan Kannengiesser, Tess Armstrong, Li Pan, Vibhas S. Deshpande, Berthold Kiefer, Xiaodong Zhong, Marcel Dominik Nickel, and Brian M. Dale
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Physics ,Mixed model ,Relaxometry ,Motion compensation ,Self gating ,Attenuation ,Respiratory motion ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Stack (abstract data type) ,Radiology, Nuclear Medicine and imaging ,030217 neurology & neurosurgery ,Free breathing - Abstract
Purpose To develop an accurate free-breathing 3D liver R 2 ∗ mapping approach and to evaluate it in vivo. Methods A free-breathing multi-echo stack-of-radial sequence was applied in 5 normal subjects and 6 patients at 3 Tesla. Respiratory motion compensation was implemented using the inherent self-gating signal. A breath-hold Cartesian acquisition was the reference standard. Proton density fat fraction and R 2 ∗ were measured and compared between radial and Cartesian methods using Bland-Altman plots. The normal subject results were fitted to a linear mixed model (P Results Free-breathing stack-of-radial without self-gating exhibited signal attenuation in echo images and artifactually elevated apparent R 2 ∗ values. In the Bland-Altman plots of normal subjects, compared to breath-hold Cartesian, free-breathing stack-of-radial acquisitions of 22, 30, 36, and 44 slices, had mean R 2 ∗ differences of 27.4, 19.4, 10.9, and 14.7 s-1 with 800 radial views, and they had 18.4, 11.9, 9.7, and 27.7 s-1 with 404 views, which were reduced to 0.4, 0.9, -0.2, and -0.7 s-1 and to -1.7, -1.9, -2.1, and 0.5 s-1 with self-gating, respectively. No substantial proton density fat fraction differences were found. The linear mixed model showed free-breathing radial R 2 ∗ results without self-gating were significantly biased by 17.2 s-1 averagely (P = .002), which was eliminated with self-gating (P = .930). Proton density fat fraction results were not different (P > .234). For patients, Bland-Altman plots exhibited mean R 2 ∗ differences of 14.4 and 0.1 s-1 for free-breathing stack-of-radial without self-gating and with self-gating, respectively, but no substantial proton density fat fraction differences. Conclusion The proposed self-gating method corrects the respiratory motion bias and enables accurate free-breathing stack-of-radial quantification of liver R 2 ∗ .
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- 2019
17. The feasibility of a novel limited field of view spiral cine DENSE sequence to assess myocardial strain in dilated cardiomyopathy
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Pedro F. Ferreira, Sanjay K Prasad, Sonia Nielles-Vallespin, Ricardo Wage, Xiaodong Zhong, Dudley J. Pennell, Daniel A. Auger, David N. Firmin, Andrew D Scott, Frederick H. Epstein, Upasana Tayal, Medical Research Council, and Medical Research Council (MRC)
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Male ,MOTION ,Dilated cardiomyopathy ,Pilot Projects ,Signal-To-Noise Ratio ,Strain ,030218 nuclear medicine & medical imaging ,Breath Holding ,Cohort Studies ,TRACKING ,0302 clinical medicine ,Image Processing, Computer-Assisted ,DENSE ,Function ,Spiral ,Observer Variation ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,Phantoms, Imaging ,Radiology, Nuclear Medicine & Medical Imaging ,Middle Aged ,musculoskeletal system ,Text ,Nuclear Medicine & Medical Imaging ,cardiovascular system ,Cardiology ,HEART ,Female ,Life Sciences & Biomedicine ,Research Article ,circulatory and respiratory physiology ,Adult ,Cardiomyopathy, Dilated ,medicine.medical_specialty ,Biophysics ,Magnetic Resonance Imaging, Cine ,03 medical and health sciences ,Internal medicine ,Image Interpretation, Computer-Assisted ,medicine ,Humans ,Computer Simulation ,Radiology, Nuclear Medicine and imaging ,In patient ,cardiovascular diseases ,Aged ,Sequence (medicine) ,Science & Technology ,business.industry ,Myocardium ,MORTALITY ,Reproducibility of Results ,Magnetic resonance imaging ,medicine.disease ,Myocardial Contraction ,IMPROVES RISK STRATIFICATION ,Case-Control Studies ,Myocardial strain ,Feasibility Studies ,Cardiovascular magnetic resonance ,business - Abstract
Objective Develop an accelerated cine displacement encoding with stimulated echoes (DENSE) cardiovascular magnetic resonance (CMR) sequence to enable clinically feasible myocardial strain evaluation in patients with dilated cardiomyopathy (DCM). Materials and methods A spiral cine DENSE sequence was modified by limiting the field of view in two dimensions using in-plane slice-selective pulses in the stimulated echo. This reduced breath hold duration from 20RR to 14RR intervals. Following phantom and pilot studies, the feasibility of the sequence to assess peak radial, circumferential, and longitudinal strain was tested in control subjects (n = 18) and then applied in DCM patients (n = 29). Results DENSE acquisition was possible in all participants. Elements of the data were not analysable in 1 control (6%) and 4 DCM r(14%) subjects due to off-resonance or susceptibility artefacts and low signal-to-noise ratio. Peak radial, circumferential, short-axis contour strain and longitudinal strain was reduced in DCM patients (p 0.80), except peak radial strain. Discussion We demonstrate the feasibility of CMR strain assessment in healthy controls and DCM patients using an accelerated cine DENSE technique. This may facilitate integration of strain assessment into routine CMR studies. Electronic supplementary material The online version of this article (10.1007/s10334-019-00735-5) contains supplementary material, which is available to authorized users.
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- 2019
18. Free-breathing 3D stack-of-radial MRI quantification of liver fat and R
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Tess, Armstrong, Xiaodong, Zhong, Shu-Fu, Shih, Ely, Felker, David S, Lu, Brian M, Dale, and Holden H, Wu
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Adult ,Male ,Liver ,Non-alcoholic Fatty Liver Disease ,Humans ,Bayes Theorem ,Prospective Studies ,Magnetic Resonance Imaging - Abstract
To investigate the agreement, intra-session repeatability, and inter-reader agreement of liver proton-density fat fraction (PDFF) and RIn this institutional review board-approved prospective study, thirty-eight adults with FLD and/or iron overload (24 male, 58 ± 12 years) were imaged at 3T using free-breathing stack-of-radial MRI, breath-hold 3D Cartesian MRI, and breath-hold single-voxel MR spectroscopy (SVS). Each sequence was acquired twice in random order. To assess agreement compared to reference breath-hold techniques, the dependency of liver PDFF and/or RThirty-five participants (21 male, 57 ± 12 years) were included for analysis. Both free-breathing radial MRI techniques (with and without self-gating) achieved ICC ≥ 0.92 for quantifying PDFF and RA free-breathing stack-of-radial MRI technique with self-gating demonstrated agreement, repeatability, and inter-reader agreement compared to reference breath-hold techniques for quantification of liver PDFF and R
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- 2021
19. Clinical efficacy of γ-globulin combined with dexamethasone and methylprednisolone, respectively, in the treatment of acute transverse myelitis and its effects on immune function and quality of life
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Hua Li, Gang Qiao, Su-Hua Zhang, Hongchun Lv, Li-Li Zhang, Pei-Quan Wang, and Xiaodong Zhong
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0301 basic medicine ,Cancer Research ,medicine.medical_specialty ,media_common.quotation_subject ,efficacy ,dexamethasone ,Urination ,Gastroenterology ,Group A ,Group B ,03 medical and health sciences ,0302 clinical medicine ,Immunology and Microbiology (miscellaneous) ,Quality of life ,Internal medicine ,medicine ,acute transverse myelitis ,Dexamethasone ,media_common ,business.industry ,γ-globulin ,General Medicine ,Articles ,methylprednisolone ,030104 developmental biology ,Acute Transverse Myelitis ,medicine.anatomical_structure ,Methylprednisolone ,quality of life ,030220 oncology & carcinogenesis ,Bone marrow ,business ,medicine.drug - Abstract
Effects of γ-globulin combined with dexamethasone or methylprednisolone in the treatment of acute transverse myelitis (ATM) were investigated. A retrospective analysis of medical records from 136 ATM patients admitted to Linzi District People's Hospital from July 2014 to September 2017 was performed. Patients treated with dexamethasone combined with γ-globulin were in group A (66 cases), and patients treated with methylprednisolone combined with γ-globulin were in group B (70 cases). Clinical efficacy, recovery time of bone marrow function and incidence rate of adverse reactions were analyzed and compared between the two groups. T-lymphocyte subsets in peripheral blood of both groups were detected by Flow cytometry. Quality of life of patients was assessed by the Quality of Life Scale (SF-36) developed by the American Institute of Medicine. Time of sensory recovery, self-walking, improving muscle strength at two levels and urination recovery after treatment in group B were significantly shorter than those in group A (P
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- 2020
20. Abstract 224: A Deep Learning Approach to Left-Ventricular Chamber Quantification for Fully Automated Three Dimensional Strain Analysis in Cardiotoxicity
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Christopher Malozzi, Teja Poosarla, Xiaodong Zhong, Bryant M. Baldwin, Shane Joseph, Samuel A. McQuiston, Michael V. Cohen, Ranya Kakish, Cherie J. Revere, and Julia Kar
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Cardiotoxicity ,Strain (chemistry) ,Fully automated ,Physiology ,business.industry ,Computer science ,Deep learning ,Artificial intelligence ,Cardiology and Cardiovascular Medicine ,business ,Biomedical engineering - Abstract
This study investigated MRI and semantic segmentation-based deep-learning (SSDL) automation for left-ventricular chamber quantifications (LVCQ) and low longitudinal strain (LLS) determination, thus eliminating user-bias by providing an automated tool to detect cardiotoxicity (CT) in breast cancer patients treated with antineoplastic agents. Displacement Encoding with Stimulated Echoes-based (DENSE) myocardial images from 26 patients were analyzed with the tool’s Convolution Neural Network with underlying Resnet-50 architecture. Quantifications based on the SSDL tool’s output were for LV end-diastolic diameter (LVEDD), ejection fraction (LVEF), and mass (LVM) (see figure for phase sequence). LLS was analyzed with Radial Point Interpolation Method (RPIM) with DENSE phase-based displacements. LVCQs were validated by comparison to measurements obtained with an existing semi-automated vendor tool (VT) and strains by 2 independent users employing Bland-Altman analysis (BAA) and interclass correlation coefficients estimated with Cronbach’s Alpha (C-Alpha) index. F1 score for classification accuracy was 0.92. LVCQs determined by SSDL and VT were 4.6 ± 0.5 vs 4.6 ± 0.7 cm (C-Alpha = 0.93 and BAA = 0.5 ± 0.5 cm) for LVEDD, 58 ± 5 vs 58 ± 6 % (0.90, 1 ± 5%) for LVEF, 119 ± 17 vs 121 ± 14 g (0.93, 5 ± 8 g) for LV mass, while LLS was 14 ± 4 vs 14 ± 3 % (0.86, 0.2 ± 6%). Hence, equivalent LV dimensions, mass and strains measured by VT and DENSE imaging validate our unique automated analytic tool. Longitudinal strains in patients can then be analyzed without user bias to detect abnormalities for the indication of cardiotoxicity and the need for therapeutic intervention even if LVEF is not affected.
- Published
- 2020
21. Application of Hamming Code Based Error Correction Algorithm in Quantum Key Distribution System
- Author
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Xiaodong Zhong and Ge Jin
- Subjects
Interleaving ,Computer science ,Quantum state ,Bit error rate ,Quantum channel ,Quantum key distribution ,Error detection and correction ,Burst error ,Hamming code ,Algorithm - Abstract
In the quantum key distribution system, one party needs to share the quantum state to the other through a quantum channel. However, due to external influences, the quantum state may change during transmission, resulting in a certain error in the original key acquired by the receiver. In this paper, an error correction algorithm based on Hamming code is proposed and verified in the quantum key distribution system. The algorithm can adapt to different bit error rate scenarios by variable length coding. Besides, the algorithm can correct the random error as well as burst error in the original key after combining the key interleaving algorithm.
- Published
- 2020
22. Accuracy of cardiac-induced brain motion measurement using displacement-encoding with stimulated echoes (DENSE) magnetic resonance imaging (MRI): A phantom study
- Author
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John N. Oshinski, Xiaodong Zhong, Francis Loth, Dipankar Biswas, Blaise Simplice Talla Nwotchouang, Soroush Heidari Pahlavian, Maggie S. Eppelheimer, Daniel L. Barrow, and Rouzbeh Amini
- Subjects
Materials science ,medicine.diagnostic_test ,Phantoms, Imaging ,Rotation around a fixed axis ,Brain ,Magnetic resonance imaging ,Repeatability ,Magnetic Resonance Imaging ,Imaging phantom ,Displacement (vector) ,Article ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Motion ,0302 clinical medicine ,medicine ,Waveform ,Humans ,Radiology, Nuclear Medicine and imaging ,Vertical displacement ,Laser Doppler vibrometer ,030217 neurology & neurosurgery ,Algorithms ,Biomedical engineering - Abstract
Purpose The goal of this study was to determine the accuracy of displacement-encoding with stimulated echoes (DENSE) MRI in a tissue motion phantom with displacements representative of those observed in human brain tissue. Methods The phantom was comprised of a plastic shaft rotated at a constant speed. The rotational motion was converted to a vertical displacement through a camshaft. The phantom generated repeatable cyclical displacement waveforms with a peak displacement ranging from 92 µm to 1.04 mm at 1-Hz frequency. The surface displacement of the tissue was obtained using a laser Doppler vibrometer (LDV) before and after the DENSE MRI scans to check for repeatability. The accuracy of DENSE MRI displacement was assessed by comparing the laser Doppler vibrometer and DENSE MRI waveforms. Results Laser Doppler vibrometer measurements of the tissue motion demonstrated excellent cycle-to-cycle repeatability with a maximum root mean square error of 9 µm between the ensemble-averaged displacement waveform and the individual waveforms over 180 cycles. The maximum difference between DENSE MRI and the laser Doppler vibrometer waveforms ranged from 15 to 50 µm. Additionally, the peak-to-peak difference between the 2 waveforms ranged from 1 to 18 µm. Conclusion Using a tissue phantom undergoing cyclical motion, we demonstrated the percent accuracy of DENSE MRI to measure displacement similar to that observed for in vivo cardiac-induced brain tissue.
- Published
- 2020
23. Optimized truncation to integrate multi‐channel MRS data using rank‐R singular value decomposition
- Author
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Hui Mao, Candace C. Fleischer, Maame Owusu-Ansah, Benjamin B. Risk, Xiaodong Zhong, and Dongsuk Sung
- Subjects
Male ,Magnetic Resonance Spectroscopy ,Rank (linear algebra) ,Physics::Medical Physics ,signal‐to‐noise ,Signal-To-Noise Ratio ,Imaging phantom ,Whitening transformation ,Young Adult ,Singular value decomposition ,phased array combination ,Humans ,Radiology, Nuclear Medicine and imaging ,Truncation (statistics) ,Spectroscopy ,Research Articles ,Mathematics ,Computer Science::Information Theory ,Noise (signal processing) ,singular value decomposition ,Brain ,Ranging ,Weighting ,Metabolome ,Molecular Medicine ,Female ,Algorithm ,Algorithms ,Research Article - Abstract
Multi‐channel phased receive arrays have been widely adopted for magnetic resonance imaging (MRI) and spectroscopy (MRS). An important step in the use of receive arrays for MRS is the combination of spectra collected from individual coil channels. The goal of this work was to implement an improved strategy termed OpTIMUS (i.e., optimized truncation to integrate multi‐channel MRS data using rank‐R singular value decomposition) for combining data from individual channels. OpTIMUS relies on spectral windowing coupled with a rank‐R decomposition to calculate the optimal coil channel weights. MRS data acquired from a brain spectroscopy phantom and 11 healthy volunteers were first processed using a whitening transformation to remove correlated noise. Whitened spectra were then iteratively windowed or truncated, followed by a rank‐R singular value decomposition (SVD) to empirically determine the coil channel weights. Spectra combined using the vendor‐supplied method, signal/noise2 weighting, previously reported whitened SVD (rank‐1), and OpTIMUS were evaluated using the signal‐to‐noise ratio (SNR). Significant increases in SNR ranging from 6% to 33% (P ≤ 0.05) were observed for brain MRS data combined with OpTIMUS compared with the three other combination algorithms. The assumption that a rank‐1 SVD maximizes SNR was tested empirically, and a higher rank‐R decomposition, combined with spectral windowing prior to SVD, resulted in increased SNR., Optimized truncation to integrate multi‐channel MRS data using rank‐R singular value decomposition (OpTIMUS) is an improved strategy for combining MRS data collected from multi‐channel phased receive arrays that uses a rank‐R decomposition and spectral windowing prior to singular value decomposition (SVD). Spectra combined using OpTIMUS, whitened singular value decomposition (WSVD), signal/noise2 (S/N2) weighting, and the vendor‐supplied method were evaluated using SNR. In vivo spectra combined with OpTIMUS had significantly higher SNR compared with the other three methods.
- Published
- 2020
24. Free-Breathing Volumetric Liver
- Author
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Xiaodong, Zhong, Houchun H, Hu, Tess, Armstrong, Xinzhou, Li, Yu-Hsiu, Lee, Tsu-Chin, Tsao, Marcel D, Nickel, Stephan A R, Kannengiesser, Brian M, Dale, Vibhas, Deshpande, Berthold, Kiefer, and Holden H, Wu
- Subjects
Motion ,Liver ,Humans ,Female ,Prospective Studies ,Protons ,Child ,Magnetic Resonance Imaging - Abstract
Stack-of-radial multiecho gradient-echo MRI is promising for free-breathing liverTo validate stack-of-radial MRI with self-gating motion compensation in phantoms, and to evaluate it in children.Prospective.Four vials with differentSixteen pediatric patients with suspected nonalcoholic fatty liver disease or steatohepatitis (five females, 13 ± 4 years, body mass index 29.2 ± 8.6 kg/mStack-of-radial, and 2D and 3D Cartesian multiecho gradient-echo sequences at 3T.Ungated and gated stack-of-radial proton density fat fraction (PDFF) andPhantom results were fitted with a weighted linear model. Demographic differences between excluded and included subjects were tested by multivariate analysis of variance. PDFF andUngated stack-of-radialStack-of-radial MRI with self-gating motion compensation seems to allow free-breathing liver2 TECHNICAL EFFICACY STAGE: 2.
- Published
- 2020
25. Multishot diffusion‐prepared magnitude‐stabilized balanced steady‐state free precession sequence for distortion‐free diffusion imaging
- Author
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John Neylon, Yingli Yang, Ziwu Zhou, Xiaoming Bi, Anand P. Santhanam, Yu Gao, Xiaodong Zhong, Peng Hu, and Fei Han
- Subjects
Phase (waves) ,Signal ,Imaging phantom ,030218 nuclear medicine & medical imaging ,Electrocardiography ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Image Interpretation, Computer-Assisted ,Fractional anisotropy ,Humans ,Effective diffusion coefficient ,Computer Simulation ,Radiology, Nuclear Medicine and imaging ,Diffusion (business) ,Physics ,Echo-Planar Imaging ,Phantoms, Imaging ,Brain ,Reproducibility of Results ,Models, Theoretical ,White Matter ,Healthy Volunteers ,Diffusion Magnetic Resonance Imaging ,Precession ,Anisotropy ,Artifacts ,030217 neurology & neurosurgery ,Diffusion MRI - Abstract
PURPOSE To develop and evaluate a multishot diffusion-prepared (DP) magnitude-stabilized balanced steady-state free precession (bSSFP) diffusion imaging sequence with improved geometric fidelity. METHODS A signal spoiler (magnitude stabilizer; MS) was implemented in a DP-bSSFP diffusion sequence. Effects of magnitude stabilizers with respect to phase errors were simulated using Bloch simulation. Phantom study was conducted to compare the apparent diffusion coefficient (ADC) accuracy and geometric reliability, quantified using target registration error (TRE), with diffusion-weighted single-shot echo-planar imaging (DW-ssEPI). Six volunteers were recruited. DW-ssEPI, DP-bSSFP with and without ECG triggering, and DP-MS-bSSFP with and without ECG triggering were acquired 10 times with b = 500 s/mm2 in a single-shot manner to evaluate magnitude variability. Diffusion trace images and diffusion tensor images were acquired using a 4-shot DP-MS-bSSFP. RESULTS Simulation showed that the DP-MS-bSSFP approach is insensitive to phase errors. The DP-MS-bSSFP approach had satisfactory ADC accuracy on the phantom with
- Published
- 2018
26. Simultaneous perfusion and permeability assessments using multiband multi‐echo EPI (M2‐EPI) in brain tumors
- Author
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Xiaodong Zhong, Junjie Wu, Amit M. Saindane, and Deqiang Qiu
- Subjects
Male ,Materials science ,Lymphoma ,Brain tumor ,Contrast Media ,Breast Neoplasms ,Vascular permeability ,Perfusion scanning ,Gliosarcoma ,Permeability ,030218 nuclear medicine & medical imaging ,Central Nervous System Neoplasms ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Cerebral Blood Volume ,Humans ,Radiology, Nuclear Medicine and imaging ,Neoplasm Metastasis ,Aged ,Brain Neoplasms ,Echo-Planar Imaging ,Brain ,Middle Aged ,Models, Theoretical ,Prognosis ,medicine.disease ,Magnetic Resonance Imaging ,Extravasation ,Perfusion ,Cerebral blood flow ,Permeability (electromagnetism) ,Cerebrovascular Circulation ,Temporal resolution ,Female ,Glioblastoma ,Algorithms ,030217 neurology & neurosurgery ,Biomedical engineering - Abstract
PURPOSE To study a multiband multi-echo EPI (M2-EPI) sequence for dynamic susceptibility contrast (DSC) perfusion imaging with leakage correction and vascular permeability measurements, and to evaluate the benefits of increased temporal resolution provided by this acquisition strategy on the accuracy of perfusion and permeability estimations. METHODS A novel M2-EPI sequence was developed, and a pharmacokinetic model accounting for contrast agent extravasation was used to produce perfusion maps and additional vascular permeability maps. The advantage of M2-EPI for DSC perfusion imaging was demonstrated in vivo in 5 patients with brain tumors, and numerical simulations were performed to evaluate the advantage of improved temporal resolution afforded by the technique. RESULTS In contrast to underestimations of cerebral blood volume (CBV) in tumors using the single-echo acquisition strategy, M2-EPI provided more plausible estimates of CBV. A quantitative evaluation showed higher estimated values of CBV and mean transit time in tumor tissues using M2-EPI (CBV: 3.08 ± 0.78 mL/100 g versus 1.56 ± 1.38 mL/100 g [P = .006]; mean transit time: 4.94 ± 1.17 seconds versus 1.83 ± 2.06 seconds [P = 0.033]). Numerical simulations showed that higher temporal resolution provided by M2-EPI was associated with more accurate estimates of cerebral blood flow, CBV, and permeability parameters. CONCLUSION The novel M2-EPI acquisition strategy for DSC imaging facilitates leakage-corrected perfusion measurements with additional permeability assessments and more accurate estimates of perfusion/permeability parameters, and may be used as a quantitative tool for the diagnosis, prognosis, and treatment monitoring of brain tumors.
- Published
- 2018
27. Noninvasive Assessment of Intracranial Pressure Status in Idiopathic Intracranial Hypertension Using Displacement Encoding with Stimulated Echoes (DENSE) MRI: A Prospective Patient Study with Contemporaneous CSF Pressure Correlation
- Author
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J.F. Holbrook, John N. Oshinski, Beau B. Bruce, Deqiang Qiu, B.M. Dale, Valérie Biousse, Xiaodong Zhong, Amit M. Saindane, and Nancy J. Newman
- Subjects
Adult ,Male ,Pseudotumor cerebri ,Spinal Puncture ,030218 nuclear medicine & medical imaging ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,law ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Displacement (orthopedic surgery) ,Prospective Studies ,Prospective cohort study ,Aged ,Intracranial pressure ,Pseudotumor Cerebri ,medicine.diagnostic_test ,business.industry ,Lumbar puncture ,Adult Brain ,Magnetic resonance imaging ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Pressure measurement ,Female ,Neurology (clinical) ,business ,Nuclear medicine ,030217 neurology & neurosurgery - Abstract
BACKGROUND AND PURPOSE: Intracranial pressure is estimated invasively by using lumbar puncture with CSF opening pressure measurement. This study evaluated displacement encoding with stimulated echoes (DENSE), an MR imaging technique highly sensitive to brain motion, as a noninvasive means of assessing intracranial pressure status. MATERIALS AND METHODS: Nine patients with suspected elevated intracranial pressure and 9 healthy control subjects were included in this prospective study. Controls underwent DENSE MR imaging through the midsagittal brain. Patients underwent DENSE MR imaging followed immediately by lumbar puncture with opening pressure measurement, CSF removal, closing pressure measurement, and immediate repeat DENSE MR imaging. Phase-reconstructed images were processed producing displacement maps, and pontine displacement was calculated. Patient data were analyzed to determine the effects of measured pressure on pontine displacement. Patient and control data were analyzed to assess the effects of clinical status (pre–lumbar puncture, post–lumbar puncture, or control) on pontine displacement. RESULTS: Patients demonstrated imaging findings suggesting chronically elevated intracranial pressure, whereas healthy control volunteers demonstrated no imaging abnormalities. All patients had elevated opening pressure (median, 36.0 cm water), decreased by the removal of CSF to a median closing pressure of 17.0 cm water. Patients pre–lumbar puncture had significantly smaller pontine displacement than they did post–lumbar puncture after CSF pressure reduction (P = .001) and compared with controls (P = .01). Post–lumbar puncture patients had statistically similar pontine displacements to controls. Measured CSF pressure in patients pre– and post–lumbar puncture correlated significantly with pontine displacement (r = 0.49; P = .04). CONCLUSIONS: This study establishes a relationship between pontine displacement from DENSE MR imaging and measured pressure obtained contemporaneously by lumbar puncture, providing a method to noninvasively assess intracranial pressure status in idiopathic intracranial hypertension.
- Published
- 2017
28. 3D Multiecho Dixon for the Evaluation of Hepatic Iron and Fat in a Clinical Setting
- Author
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Xiaodong Zhong, Werner Jaschke, Benjamin Henninger, Heinz Zoller, Stephan Kannengiesser, and Christian Kremser
- Subjects
Relaxometry ,medicine.diagnostic_test ,business.industry ,Mean age ,Magnetic resonance imaging ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,030220 oncology & carcinogenesis ,Linear regression ,medicine ,Radiology, Nuclear Medicine and imaging ,Hepatic iron ,Stage (cooking) ,Nuclear medicine ,business - Abstract
Purpose To prospectively evaluate a new 3D-multiecho-Dixon (3D-ME-Dixon) sequence for the quantification of hepatic iron and fat in a clinical setting. Materials and Methods In all, 120 patients underwent 1.5T magnetic resonance imaging of the liver between December 2013 and June 2015 including the following three sequences: 3D-ME-Dixon with inline calculation of R2* and proton-density fat-fraction (PDFF) maps, single-voxel-spectroscopy (SVS), 2D multigradient-echo sequence (2D-ME-GRE). SVS and 2D-ME-GRE were used as reference for PDFF and R2*, respectively. R2*- and PDFF-values from 3D-ME-Dixon were compared with those of the reference. Linear regression analysis, Bland–Altman plots, and agreement parameters were calculated. Results In total, 103 patients were finally included (87 men and 16 women; mean age, 50.51 years); 17/120 were excluded due to fat/water-swaps or R2*-values exceeding the constraint of 400 1/s for 3D-ME-Dixon. A strong correlation (r = 0.992, P < 0.001) between R2* of 3D-ME-Dixon and the reference 2D-ME-GRE was found. Bland–Altman analysis revealed systematically lower values for 3D-ME-Dixon (16.499%). Using an adapted threshold of 57 1/s, 3D-ME-Dixon obtained a positive/negative percentage agreement (PPA/NPA) of 84.4%/91.4% for detecting hepatic iron overload. For hepatic fat the correlation between 3D-ME-Dixon and the reference SVS was strong (r = 0.957, P < 0.001); PPA/NPA was 88.3%/91.4%. Conclusion The 3D-ME-Dixon sequence is a valuable tool for the evaluation of hepatic iron and fat in a clinical setting. Fat/water-swaps remain a drawback requiring improvements to the implementation and making it necessary to have proven conventional sequences at hand in case of an eventual occurrence. Level of Evidence: 1. Technical Efficacy: Stage 2 J. MAGN. RESON. IMAGING 2017;46:793–800
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- 2017
29. Quantifying the influence of respiration and cardiac pulsations on cerebrospinal fluid dynamics using real-time phase-contrast MRI
- Author
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Francis Loth, Karim G. Sabra, Selda Yildiz, Xiaodong Zhong, John N. Oshinski, Bryn A. Martin, Soroush Heidari Pahlavian, Suraj Thyagaraj, and Ning Jin
- Subjects
business.industry ,Phase contrast microscopy ,Pulsatile flow ,Diaphragmatic breathing ,Imaging phantom ,030218 nuclear medicine & medical imaging ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Cerebrospinal fluid ,law ,Anesthesia ,Respiration ,Breathing ,Medicine ,Radiology, Nuclear Medicine and imaging ,Respiratory system ,business ,030217 neurology & neurosurgery - Abstract
Purpose To validate a real-time phase contrast magnetic resonance imaging (RT-PCMRI) sequence in a controlled phantom model, and to quantify the relative contributions of respiration and cardiac pulsations on cerebrospinal fluid (CSF) velocity at the level of the foramen magnum (FM). Materials and methods To validate the 3T MRI techniques, in vitro studies used a realistic model of the spinal subarachnoid space driven by pulsatile flow waveforms mimicking the respiratory and cardiac components of CSF flow. Subsequently, CSF flow was measured continuously during 1-minute RT-PCMRI acquisitions at the FM while healthy subjects (N = 20) performed natural breathing, deep breathing, breath-holding, and coughing. Conventional cardiac-gated PCMRI was obtained for comparison. A frequency domain power ratio analysis determined the relative contribution of respiration versus cardiac ([r/c]) components of CSF velocity. Results In vitro studies demonstrating the accuracy of RT-PCMRI within 5% of input values showed that conventional PCMRI measures only the cardiac component of CSF velocity (0.42 ± 0.02 cm/s), averages out respiratory effects, and underestimates the magnitude of CSF velocity (0.96 ± 0.07 cm/s). In vivo RT-PCMRI measurements indicated the ratio of respiratory to cardiac velocity pulsations averaged over all subjects as [r/c = 0.14 ± 0.27] and [r/c = 0.40 ± 0.47] for natural and deep breathing, respectively. During coughing, the peak CSF velocity increased by a factor of 2.27 ± 1.40. Conclusion RT-PCMRI can noninvasively measure instantaneous CSF velocity driven by cardiac pulsations, respiration, and coughing in real time. A comparable contribution of respiration and cardiac pulsations on CSF velocity was found during deep breathing but not during natural breathing. Level of evidence 1 Technical Efficacy: Stage 1 J. MAGN. RESON. IMAGING 2017;46:431-439.
- Published
- 2017
30. Four-dimensional diffusion-weighted MR imaging (4D-DWI): a feasibility study
- Author
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Manisha Palta, Jing Cai, Mustafa R. Bashir, Xiaodong Zhong, Brian M. Dale, Brian G. Czito, Yilin Liu, and Fang-Fang Yin
- Subjects
Movement ,Models, Biological ,Signal ,Article ,Imaging phantom ,030218 nuclear medicine & medical imaging ,Motion ,03 medical and health sciences ,Imaging, Three-Dimensional ,0302 clinical medicine ,medicine ,Humans ,Effective diffusion coefficient ,Computer Simulation ,Multislice ,cardiovascular diseases ,Image-guided radiation therapy ,Physics ,medicine.diagnostic_test ,Phantoms, Imaging ,Respiration ,Magnetic resonance imaging ,General Medicine ,Pancreatic Neoplasms ,Diffusion Magnetic Resonance Imaging ,Amplitude ,030220 oncology & carcinogenesis ,Breathing ,Feasibility Studies ,Radiotherapy, Image-Guided ,Biomedical engineering - Abstract
Purpose Diffusion-weighted Magnetic Resonance Imaging (DWI) has been shown to be a powerful tool for cancer detection with high tumor-to-tissue contrast. This study aims to investigate the feasibility of developing a four-dimensional DWI technique (4D-DWI) for imaging respiratory motion for radiation therapy applications. Materials/methods Image acquisition was performed by repeatedly imaging a volume of interest (VOI) using an interleaved multislice single-shot echo-planar imaging (EPI) 2D-DWI sequence in the axial plane. Each 2D-DWI image was acquired with an intermediately low b-value (b = 500 s/mm2 ) and with diffusion-encoding gradients in x, y, and z diffusion directions. Respiratory motion was simultaneously recorded using a respiratory bellow, and the synchronized respiratory signal was used to retrospectively sort the 2D images to generate 4D-DWI. Cine MRI using steady-state free precession was also acquired as a motion reference. As a preliminary feasibility study, this technique was implemented on a 4D digital human phantom (XCAT) with a simulated pancreas tumor. The respiratory motion of the phantom was controlled by regular sinusoidal motion profile. 4D-DWI tumor motion trajectories were extracted and compared with the input breathing curve. The mean absolute amplitude differences (D) were calculated in superior-inferior (SI) direction and anterior-posterior (AP) direction. The technique was then evaluated on two healthy volunteers. Finally, the effects of 4D-DWI on apparent diffusion coefficient (ADC) measurements were investigated for hypothetical heterogeneous tumors via simulations. Results Tumor trajectories extracted from XCAT 4D-DWI were consistent with the input signal: the average D value was 1.9 mm (SI) and 0.4 mm (AP). The average D value was 2.6 mm (SI) and 1.7 mm (AP) for the two healthy volunteers. Conclusion A 4D-DWI technique has been developed and evaluated on digital phantom and human subjects. 4D-DWI can lead to more accurate respiratory motion measurement. This has a great potential to improve the visualization and delineation of cancer tumors for radiotherapy.
- Published
- 2017
31. Correlation between incidental fat deposition in the liver and pancreas in asymptomatic individuals
- Author
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Pegah Khoshpouri, Mounes Aliyari Ghasabeh, Xiaodong Zhong, Mohammadreza Shaghaghi, Stephan Kannengiesser, Li Pan, Pallavi Pandy, Ankur Pandy, and Ihab R. Kamel
- Subjects
In vivo magnetic resonance spectroscopy ,Adult ,Male ,medicine.medical_specialty ,Magnetic Resonance Spectroscopy ,Urology ,Fat quantification ,Asymptomatic ,Cohort Studies ,Reference Values ,Internal medicine ,medicine ,Living Donors ,Humans ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Pancreas ,Incidental Findings ,Radiological and Ultrasound Technology ,business.industry ,Fatty liver ,Gastroenterology ,Reproducibility of Results ,Hepatology ,medicine.disease ,Single sequence ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,Adipose Tissue ,Liver ,Female ,Steatohepatitis ,medicine.symptom ,Nuclear medicine ,business - Abstract
To explore the utility of two different fat quantification methods in the liver and pancreas and to test the accuracy of multi-echo Dixon as a single sequence in detecting early stage of fat deposition. 58 healthy potential liver donors underwent abdominal 3T MRI, prospectively. Single-voxel MR Spectroscopy (MRS), dual-echo Dixon, and multi-echo Dixon were performed. Two independent readers obtained proton density fat fraction (PDFF) of the liver and pancreas by placing ROIs on the 2 Dixon sequences. Correlation between the two PDFF measurements was assessed in the liver and pancreas. Values in the liver were also compared to those obtained by MRS. PDFF in the liver was 6.3 ± 4.2%, 5.5 ± 3.9%, and 5.1 ± 4.1% by MRS, dual-echo Dixon, and multi-echo Dixon, respectively. Dual-echo Dixon and multi-echo Dixon showed good correlation in PDFF quantification of the liver (r = 0.82, p
- Published
- 2019
32. Improved accuracy of apparent diffusion coefficient quantification using a fully automatic noise bias compensation method: Preliminary evaluation in prostate diffusion weighted imaging
- Author
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Xiaodong Zhong, Berthold Kiefer, Brian M. Dale, Stephan Kannengiesser, Mustafa R. Bashir, and Marcel Dominik Nickel
- Subjects
Male ,Nuclear and High Energy Physics ,Scanner ,Polynomial ,Computer science ,Biophysics ,Signal-To-Noise Ratio ,010402 general chemistry ,01 natural sciences ,Biochemistry ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Effective diffusion coefficient ,Humans ,Prospective Studies ,Diffusion (business) ,Aged ,Protocol (science) ,Phantoms, Imaging ,Prostatic Neoplasms ,Condensed Matter Physics ,Image Enhancement ,0104 chemical sciences ,Noise ,Diffusion Magnetic Resonance Imaging ,Algorithm ,Monte Carlo Method ,Algorithms ,Diffusion MRI - Abstract
Noise in diffusion magnetic resonance imaging can introduce bias in apparent diffusion coefficient (ADC) quantification. Previous studies proposed methods that are site-specific techniques as research tools with limited availability and typically require manual intervention, not completely ready to use in the clinical environment. The purpose of this study was to develop a fully automatic computational method to correct noise bias in ADC quantification and perform a preliminary evaluation in the clinical prostate diffusion weighted imaging (DWI). Using a pseudo replica approach for the noise map calculation as well as a direct mapping and a stepwise Chebychev polynomial modelling approach for the ADC fitting, a fully automatic noise-bias-compensated ADC calculation method was proposed and implemented both on the scanner and offline. The proposed method was validated in a computer simulation and a standardized diffusion phantom with ground-truth values. Two in vivo studies were performed to evaluate the proposed method in the clinical environment. The first in vivo study performed acquisitions using a clinically routine prostate DWI protocol on 29 subjects to evaluate the consistency between simulated and empirical results. In the second in vivo study, prostate ADC values of 14 subjects were compared between data acquired with external coils only and reconstructed with the proposed method vs. acquired with external combined with endorectal coils and reconstructed with the conventional method. In statistical analyses, p 0.05 was regarded as significantly different. In the computer simulation, the proposed method showed smaller error percentage than the other methods and was significantly different (p 2.2 × 10
- Published
- 2019
33. Effect of respiratory motion on free-breathing 3D stack-of-radial liver
- Author
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Xiaodong, Zhong, Tess, Armstrong, Marcel D, Nickel, Stephan A R, Kannengiesser, Li, Pan, Brian M, Dale, Vibhas, Deshpande, Berthold, Kiefer, and Holden H, Wu
- Subjects
Motion ,Imaging, Three-Dimensional ,Liver ,Image Interpretation, Computer-Assisted ,Humans ,Magnetic Resonance Imaging - Abstract
To develop an accurate free-breathing 3D liverA free-breathing multi-echo stack-of-radial sequence was applied in 5 normal subjects and 6 patients at 3 Tesla. Respiratory motion compensation was implemented using the inherent self-gating signal. A breath-hold Cartesian acquisition was the reference standard. Proton density fat fraction andFree-breathing stack-of-radial without self-gating exhibited signal attenuation in echo images and artifactually elevated apparentThe proposed self-gating method corrects the respiratory motion bias and enables accurate free-breathing stack-of-radial quantification of liver
- Published
- 2019
34. A spectrometer with baseline correction and fast pulse pile-up rejection for prompt gamma neutron activation analysis technology
- Author
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Lian Chen, Ge Jin, Baochen Wang, and Xiaodong Zhong
- Subjects
Materials science ,Spectrometer ,010308 nuclear & particles physics ,business.industry ,Astrophysics::High Energy Astrophysical Phenomena ,Resolution (electron density) ,Detector ,Prompt gamma neutron activation analysis ,Gamma ray ,01 natural sciences ,Signal ,Pulse (physics) ,Optics ,0103 physical sciences ,010306 general physics ,Pile ,business ,Instrumentation - Abstract
The prompt gamma neutron activation analysis (PGNAA) technology is an online nondestructive material analysis technology widely used in industries. In order to achieve real-time measurements, the gamma ray count rate should reach 400 kcps. Due to the limitation of the detector's decay time, the signal output from the detector is heavily piled up. Meanwhile, the industrial site has a temperature fluctuation of 0-50 °C, causing the peak drift in the energy spectrum. This paper presents a readout electronic system specified for PGNAA and proposes series of algorithms that are dedicated for the gamma-ray spectrometric system. The system can achieve a count rate of 400 kcps, and it overcomes poor resolution, spectral distortion, and peak position shift, which are caused by pulse pileups and temperature fluctuations.
- Published
- 2019
35. Effect of repetition time on metabolite quantification in the human brain in 1 H MR spectroscopy at 3 tesla
- Author
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Jack Knight-Scott, Xiaodong Zhong, Susan Palasis, and Patricia A. Brennan
- Subjects
1h nmr spectroscopy ,Metabolite ,Total creatine ,Relaxation (NMR) ,Human brain ,Nuclear magnetic resonance spectroscopy ,computer.software_genre ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Nuclear magnetic resonance ,medicine.anatomical_structure ,chemistry ,Repetition Time ,Voxel ,medicine ,Radiology, Nuclear Medicine and imaging ,computer ,030217 neurology & neurosurgery - Abstract
PURPOSE To examine the effects of repetition time (TR) on metabolite concentration measurements in the human brain in 1 H magnetic resonance spectroscopy at 3 Tesla (T). MATERIALS AND METHODS Spectra were acquired from the posterior cingulate of five healthy adults at repetition times of 1.5 s, 3.0 s, 4.0 s, 6.0 s, and 8.0 s on a 3T MRI system. Relaxation data were also acquired for the water signal in the voxel of interest to separate tissue water and cerebrospinal fluid signal contributions. All data were quantified relative to total creatine and relative to the tissue water signal. RESULTS On average, the variance for absolute metabolite concentrations was smaller than that of ratio concentrations (P = 0.003). Metabolite ratio concentrations calculated from a short TR of 1.5 s significantly differed (P
- Published
- 2016
36. Optimal configuration of respiratory navigator gating for the quantification of left ventricular strain using spiral cine displacement encoding with stimulated echoes (DENSE) MRI
- Author
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Christopher M. Haggerty, Sean M Hamlet, Brandon K. Fornwalt, Kristin N. Andres, Xiaodong Zhong, Gregory J. Wehner, Jonathan D. Suever, and David K. Powell
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Prospective gating ,business.industry ,Gating ,Confidence interval ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Signal-to-noise ratio (imaging) ,Medicine ,Radiology, Nuclear Medicine and imaging ,Nuclear medicine ,business ,Reference standards ,030217 neurology & neurosurgery ,Respiratory navigator ,Spiral ,Left ventricular strain - Abstract
PURPOSE To determine the optimal respiratory navigator gating configuration for the quantification of left ventricular strain using spiral cine displacement encoding with stimulated echoes (DENSE) MRI. MATERIALS AND METHODS Two-dimensional spiral cine DENSE was performed on a 3 Tesla MRI using two single-navigator configurations (retrospective, prospective) and a combined "dual-navigator" configuration in 10 healthy adults and 20 healthy children. The adults also underwent breathhold DENSE as a reference standard for comparisons. Peak left ventricular strains, signal-to-noise ratio (SNR), and navigator efficiency were compared. Subjects also underwent dual-navigator gating with and without visual feedback to determine the effect on navigator efficiency. RESULTS There were no differences in circumferential, radial, and longitudinal strains between navigator-gated and breathhold DENSE (P = 0.09-0.95) (as confidence intervals, retrospective: [-1.0%-1.1%], [-7.4%-2.0%], [-1.0%-1.2%]; prospective: [-0.6%-2.7%], [-2.8%-8.3%], [-0.3%-2.9%]; dual: [-1.6%-0.5%], [-8.3%-3.2%], [-0.8%-1.9%], respectively). The dual configuration maintained SNR compared with breathhold acquisitions (16 versus 18, P = 0.06). SNR for the prospective configuration was lower than for the dual navigator in adults (P = 0.004) and children (P
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- 2016
37. MODERATED EPOSTERS1385Longitudinal strain assessment in dilated cardiomyopathy patients using a novel accelerated DENSE sequence1407Simultaneous T1 and T2 cardiac quantification with CABIRIA: initial clinical experience1423Head-to-head comparison of acceleration algorithms in 4-dimensional flow CMR1502Left ventricular function and size evaluated by hybrid cardiac positron emission tomography-magnetic resonance: Intraindividual comparison of left ventricular ejection fraction and ventricular volumes derived by two modalities1510Left Atrium assessed by Cardiovascular Magnetic Resonance at 1.5 and 3 Tesla – age and gender effects1514Comparison of Free Breathing Cardiac MRI Radial technique to the Standard Multi breath-hold cine SSFP CMR technique for the assessment of LV Volumes and Function1536Self-navigated free-breathing isotropic 3D whole heart phase sensitive inversion recovery magnetic resonance without navigator for detection of myocardial infarction1547Assessment of Right Ventricular Strain Using Myocardial Deformation Recovery Semi Automated Technique: Initial Experience and Normal Values1586Tissue tracking myocardial deformation analysis and prediction of left ventricular remodeling in acute myocardial infarction1589Investigating strategies for optimal 31P MRS clinical cardiac at 3T: Initial Results1620Quantitative Criteria for the Diagnosis of the Congenital Absence of Pericardium by Cardiac Magnetic Resonance1632Widespread tissue injury during acute myocardial infarction: evidence from advanced CMR relaxometry1322Computed tomography coronary angiography verSus sTRess cArdiac magneTic rEsonance for the manaGement of sYmptomatic revascularized patients: a cost effectiveness study (STRATEGY study)1339Comparison of low- versus high-dose of gadobutrol for late gadolinium enhancement imaging at 1.5 Tesla: a clinical feasibility study1347Multi-parametric Cardiac Magnetic Resonance for Prediction of Cardiac Complications in Thalassemia Intermedia: a Prospective Multicenter Study1461Prognostic value of Cardiovascular Magnetic Resonance derived indexes of myocardial fibrosis in heart transplant recipients1523The role of CMR in the acute phase of hospitalization: changing paradigms1542Preoperative CMR-based score predict ventricular response after surgical left ventricular reconstruction in ischemic heart failure patients1555Excellent response rate to cardiac resynchronization therapy guided with magnetic resonance imaging1626The ECG as a predictor of arrhythmogenic substrate on Cardiac Magnetic Resonance Imaging in patients undergoing ablation for premature ventricular contractions1649Comparison of T1-mapping at 3.0T CMR and angiographic APPROACH score for area at risk assessment in ST-segment elevation myocardial infarction1340Pathological correlates of left bundle branch disease in patients with non-ischemic cardiomyopathy: a cardiovascular magnetic resonance study1342Myocardial remodelling and fibrosis in nonischaemic dilated cardiomyopathy: insights from cardiovascular magnetic resonance1411The association between fibrosis and contractile dysfunction in hypertrophic cardiomyopathy assessed by cardiovascular magnetic resonance1622Persistent myocardial inflammation due to intramyocardial haemorrhage in reperfused STEMI as a precursor to adverse LV remodelling - insights from multi-parametric mapping1566Semiquantitative analysis of low and high b value DWI for detecting myocardial edema in acute myocarditis1567Value of Cardiac MRI In Detecting Coronary Artery Disease In Newly Diagnosed Systolic Dysfunction1570Usefulness of cardiac magnetic resonance in tuberous sclerosis complex1578Papillary muscles offer further insight into hypertrophied hearts: a cardiovascular magnetic resonance study1627Diagnostic and clinical implications of CMR timing (early versus late) in patients with troponin positive acute coronary syndromes and unobstructed coronary arteries: Table 1
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Amardeep Ghosh Dastidar, Rebecca Kozor, Zorba Blázquez Bermejo, L.M. Desroche, J. Broncano, Heerajnarain Bulluck, Peter P Swoboda, A Barison, Chrysanthos Grigoratos, Sheraz A. Nazir, S. Oebel, R. Kockova, Giulia Careri, Estefania De Garate, Patrizia Pedrotti, Antonella Meloni, Gianluca Pontone, F. Macaione, R. Murdoch, F. Valente, Komal S Safdar, Tobias Rutz, Shimon Kolker, Stephanie Funk, D. Beitzke, P. Garg, Alexandros Kallifatidis, Upasana Tayal, Andrew D Scott, Rick Wage, Pedro Ferreira, Dudley Pennell, Xiaodong Zhong, Fred Epstein, David Firmin, Sanjay Prasad, Anastasios Prousalis, Sophia-Anastasia Mouratoglou, George Giannakoulas, Xenia Deligianni, Michail Bakaloudis, Nikolaos Magganaris, George Sianos, Haralampos Karvounis, Francesco Santini, R. Aziz, J.R.J. Foley, G. Fent, T.A. Musa, P. Haaf, L. Dobson, P.P. Swoboda, J.P. Greenwood, S. Plein, R.J.V.D. Geest, J.J.M. Westenberg, S. Rasul, W. Wadsak, M. Mitterhauser, R. Nolz, M. Stelzmueller, C. Loewe, M. Hacker, Josephine Kermer, Serkan Dogangüzel, Florian von Knobelsdorff-Brenkenhoff, Jeanette Schulz-Menger, Giora Weisz, Naama Bogot, Irit Hadas Halpern, Arik Wolak, Giulia Ginami, Davide Piccini, Simone Coppo, Gabriella Vincenti, Matthias Stuber, Jürg Schwitter, Xuexin Gao, Stephanie Ambach, Michal D Taylor, Ryan Moore, Robin J Taylor, Olga Toro-Salazar, John L Jeffries, Cheryl Bartone, Subha V Raman, Wojciech Mazur, J.F. Rodriguez-Palomares, L. Gutierrez, V. Pineda, B. Agliano, L. Galian, G. Teixido, M.T. Gonzalez-Alujas, A. Evangelista, D. Garcia-Dorado, S. Gandy, R. Nicholas, G. Houston, P. Martin, J. Muir, S. Matthew, P. Guntur- Ramkumar, I. Cavin, A. Barison, I. Pescetelli, F. Pali, F. Pizzino, A. Terrizzi, D. Di Lisi, G. Novo, G. Todiere, P. Assennato, S. Novo, G.D. Aquaro, Elisa McAlindon, Jonathan Rodrigues, Anna Baritussio, Alessandra Scatteia, Chris Benny Lawton, Tamas Erdei, Gergely Szantho, Mark Hamilton, Chiara Bucciarelli-Ducci, Daniele Andreini, Cristina Rota, Marco Guglielmo, Saima Mushtaq, Andrea Baggiano, Virginia Beltrama, Anna Solbiati, Andrea I. Guaricci, Mauro Pepi, Konstantinos Bratis, Markus Henningson, Matteo Dell'Omodarme, Valentina O. Puntmann, Eike Nagel, Nicola Giunta, Pietro Giuliano, Maria Giovanna Neri, Gennaro Restaino, Stefania Renne, Alessandra Quota, Vincenzo Positano, Daniele De Marchi, Alessia Pepe, Paola Campadello, Gabriella Masciocco, Rita Facchetti, Angela Milazzo, Giuseppina Quattrocchi, Cristina Giannattasio, Maria Frigerio, Alberto Roghi, Ornella Rimoldi, Antonio Amadu, Giuseppe Venuti, Jonathan C. Rodrigues, Serenella Castelvecchio, Antonia Camporeale, Francesco Secchi, Lorenzo Menicanti, Massimo Lombardi, K. Sedlacek, D. Wichterle, V. Sikula, J. Tintera, L. Sukupova, D. Kautznerova, M. Segetova, A. Praveckova, R. Langova, L. Kryze, W. El-Husseini, J. Kautzner, B. Dinov, A. Arya, S. Hilbert, P. Sommer, A. Bollmann, G. Hindricks, I. Paetsch, C. Jahnke, John P. Greenwood, Abhishek Shetye, Jamal N. Khan, Anvesha Singh, Prathap Kanagala, Daniel Swarbrick, Gaurav Gulsin, Matthew Graham-Brown, Anthony Gershlick, Gerry P. McCann, Riccardo Liga, Elena Bennatti, Andrea Barison, Giancarlo Todiere, Giovanni Donato Aquaro, Michele Emdin, Pier Giorgio Masci, A Ortalda, G Todiere, C Grigoratos, G Vergaro, G Mirizzi, N Martini, D De Marchi, P Keilberg, C Passino, GD Aquaro, M Emdin, Adam K McDiarmid, Bara Erhayiem, Graham J Fent, Laura E Dobson, Pankaj Garg, Tarique A Musa, James R Foley, Stephen P Page, John P Greenwood, Sven Plein, Stefania Rosmini, Amna Abdel-Gadir, Anish Bhuva, Thomas A Treibel, Steven K White, Marianna Fontana, Manish Ramlall, Ashraf Hamarneh, Alex Sirker, Anna Herrey, Charlotte Manisty, Derek M Yellon, Peter Kellman, James C Moon, Derek J Hausenloy, A. Luna, T. Martin – Noguerol, P. Caro, R. Toro-Cebada, J. Sanchez – Gonzalez, O. Milleron, B. Safar, Y. Lavie-Badie, D. Millischer, J. Abtan, G. Jondeau, Emilio Cuesta, Sandra O. Rosillo, Gabriela Guzmán, Inmaculada Pinilla, Óscar González, Juan Caro, Inés Ponz, Teresa López, Elena Refoyo, Sabrina Nordin, Silvia Castelleti, Gabriella Captur, Rick Steeds, Shanat Baig, Stuart M Grieve, Gemma A Figtree, Priyanka Singhal, Julian Strange, Angus Nightingale, Andreas Baumbach, Tom Johnson, and Victoria Delgado
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Radiology, Nuclear Medicine and imaging ,General Medicine ,Cardiology and Cardiovascular Medicine - Published
- 2016
38. Preliminary investigation of multiparametric strain Z-score (MPZS) computation using displacement encoding with simulated echoes (DENSE) and radial point interpretation method (RPIM)
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Samuel Neudecker, Michael K. Pasque, Kevin Kulshrestha, Jennifer M. Bell, Heidi Craddock, Xiaodong Zhong, Julia Kar, Brian P. Cupps, and Danielle Koerner
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Physics ,Boundary detection ,Normalization (statistics) ,Ejection fraction ,medicine.diagnostic_test ,Computation ,Magnetic resonance imaging ,Dilated cardiomyopathy ,030204 cardiovascular system & hematology ,Standard score ,medicine.disease ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Elasticity Imaging Techniques ,0302 clinical medicine ,Nuclear magnetic resonance ,medicine ,Radiology, Nuclear Medicine and imaging - Abstract
Purpose To describe and assess an automated normalization method for identifying sentinel (septal) regions of myocardial dysfunction in nonischemic, nonvalvular dilated cardiomyopathy (DCM), using an unprecedented combination of the navigator-gated 3D spiral displacement encoding with stimulated echoes (DENSE) magnetic resonance imaging (MRI), radial point interpolation (RPIM) and multiparametric strain z-score (MPZS). Materials and methods Navigator-gated 3D spiral DENSE, in a 1.5T MRI machine, was used for acquiring the displacement encoded complex images, MR Analytical Software System (MASS) for automated boundary detection and automated meshfree RPIM for left-ventricular (LV) myocardial strain computation to analyze MPZS in 36 subjects (with n = 17 DCM patients). Pearson's r correlation established relations between global/sentinel MPZS and ejection fraction (EF). The time taken for combined RPIM-MPZS computations was recorded. Results Maximum MPZS differences were seen between anteroseptal and posterolateral regions in the base (2.0 ± 0.3 vs. 0.9 ± 0.5) and the mid-wall (2.1 ± 0.4 vs. 1.0 ± 0.4). These regional differences were found to be consistent with historically documented septal injury in nonischemic DCM. Correlations were 0.6 between global MPZS and EF, and 0.7 between sentinel MPZS and EF. The time taken for combined RPIM-MPZS computations per subject was 18.9 ± 5.9 seconds. Conclusion Heterogeneous contractility found in the sentinel regions with the current automated MPZS computation scheme and the correlation found between MPZS and EF may lead to the creation of a new clinical metric in LV DCM surveillance. J. MAGN. RESON. IMAGING 2016;44:993-1002.
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- 2016
39. Circumferential Strain Predicts Major Adverse Cardiovascular Events Following an Acute ST-Segment-Elevation Myocardial Infarction
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Kenneth, Mangion, David, Carrick, Jaclyn, Carberry, Ahmed, Mahrous, Christie, McComb, Keith G, Oldroyd, Hany, Eteiba, Mitchell, Lindsay, Margaret, McEntegart, Stuart, Hood, Mark C, Petrie, Stuart, Watkins, Andrew, Davie, Xiaodong, Zhong, Frederick H, Epstein, Caroline E, Haig, and Colin, Berry
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Male ,Reviews and Commentary ,Heart Diseases ,Heart Ventricles ,Humans ,Magnetic Resonance Imaging, Cine ,ST Elevation Myocardial Infarction ,Female ,Prospective Studies ,Middle Aged ,Risk Assessment ,Aged - Abstract
Purpose To investigate the prognostic value of circumferential left ventricular (LV) strain measured by using cardiac MRI for prediction of major adverse cardiac events (MACE) following an acute ST-segment-elevation myocardial infarction (STEMI). Materials and Methods Participants with acute STEMI were prospectively enrolled from May 11, 2011, to November 22, 2012. Cardiac MRI was performed at 1.5 T during the index hospitalization. Displacement encoding with stimulated echoes (DENSE) and feature tracking of cine cardiac MRI was used to assess circumferential LV strain. MACE that occurred after discharge were independently assessed by cardiologists blinded to the baseline observations. Results A total of 259 participants (mean age, 58 years ± 11 [standard deviation]; 198 men [mean age, 58 years ± 11] and 61 women [mean age, 58 years ± 12]) underwent cardiac MRI 2.2 days ± 1.9 after STEMI. Average infarct size was 18% ± 13 of LV mass and circumferential strain was -13% ± 3 (DENSE method) and -24% ± 7 (feature- tracking method). Fifty-one percent (131 of 259 participants) had presence of microvascular obstruction. During a median follow-up period of 4 years, 8% (21 of 259) experienced MACE. Area under the curve (AUC) for DENSE was different from that of feature tracking (AUC, 0.76 vs 0.62; P = .03). AUC for DENSE was similar to that of initial infarct size (P = .06) and extent of microvascular obstruction (P = .08). DENSE-derived strain provided incremental prognostic benefit over infarct size for prediction of MACE (hazard ratio, 1.3; P.01). Conclusion Circumferential strain has independent prognostic importance in study participants with acute ST-segment-elevation myocardial infarction. Published under a CC BY 4.0 license. Online supplemental material is available for this article. See also the editorial by Kramer in this issue.
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- 2018
40. Predictors of segmental myocardial functional recovery in patients after an acute ST-Elevation myocardial infarction
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Kenneth, Mangion, David, Carrick, Guillaume, Clerfond, Christopher, Rush, Christie, McComb, Keith G, Oldroyd, Mark C, Petrie, Hany, Eteiba, Mitchell, Lindsay, Margaret, McEntegart, Stuart, Hood, Stuart, Watkins, Andrew, Davie, Daniel A, Auger, Xiaodong, Zhong, Frederick H, Epstein, Caroline E, Haig, and Colin, Berry
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Male ,DENSE, displacement encoding with stimulated echoes ,Movement ,Myocardium ,AIC, akaike information ccriterion ,Magnetic Resonance Imaging, Cine ,STEMI, ST-segment elevation myocardial infarction ,Recovery of Function ,Middle Aged ,Myocardial strain ,Displacement encoding with stimulated echoes ,Article ,STEMI ,LV, left ventricle ,Stress, Physiological ,LVEF, left ventricular ejection fraction ,MI, myocardial infarction ,Humans ,ST Elevation Myocardial Infarction ,Female ,DENSE ,MRI, magnetic resonance imaging ,Magnetic Resonance Angiography - Abstract
Objective We hypothesized that Displacement Encoding with Stimulated Echoes (DENSE) and feature-tracking derived circumferential strain would provide incremental prognostic value over the extent of infarction for recovery of segmental myocardial function. Methods Two hundred and sixty-one patients (mean age 59 years, 73% male) underwent MRI 2 days post-ST elevation myocardial infarction (STEMI) and 241 (92%) underwent repeat imaging 6 months later. The MRI protocol included cine, 2D-cine DENSE, T2 mapping and late enhancement. Wall motion scoring was assessed by 2-blinded observers and adjudicated by a third. (WMS: 1=normal, 2=hypokinetic, 3=akinetic, 4=dyskinetic). WMS improvement was defined as a decrease in WMS ≥ 1, and normalization where WMS = 1 on follow-up. Segmental circumferential strain was derived utilizing DENSE and feature-tracking. A generalized linear mixed model with random effect of subject was constructed and used to account for repeated sampling when investigating predictors of segmental myocardial improvement or normalization Results At baseline and follow-up, 1416 segments had evaluable data for all parameters. Circumferential strain by DENSE (p
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- 2018
41. Typical Readout Durations in Spiral Cine DENSE Yield Blurred Images and Underestimate Cardiac Strains at Both 3.0 T and 1.5 T
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David K. Powell, Moriel H. Vandsburger, Xiaodong Zhong, Gregory J. Wehner, Christopher M. Haggerty, Samuel W. Fielden, Brandon K. Fornwalt, Jonathan D. Suever, and Sean M Hamlet
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Adult ,Male ,Yield (engineering) ,Blurring ,Time Factors ,Image quality ,Image Processing ,Heart Ventricles ,Clinical Sciences ,Biophysics ,Off-resonance ,T2 ,Biomedical Engineering ,Magnetic Resonance Imaging, Cine ,030204 cardiovascular system & hematology ,Signal-To-Noise Ratio ,Cardiovascular ,Displacement (vector) ,Phase image ,Article ,030218 nuclear medicine & medical imaging ,Spiral ,Strain ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Signal-to-noise ratio ,Computer-Assisted ,Image Processing, Computer-Assisted ,Circumferential strain ,Humans ,Radiology, Nuclear Medicine and imaging ,natural sciences ,Computer Simulation ,DENSE ,Physics ,technology, industry, and agriculture ,Heart ,equipment and supplies ,Magnetic Resonance Imaging ,Healthy Volunteers ,Nuclear Medicine & Medical Imaging ,Heart Disease ,Cine ,Biomedical Imaging ,Acquisition time ,Cognitive Sciences ,Biomedical engineering - Abstract
Introduction Displacement encoding with stimulated echoes (DENSE) is a phase contrast technique that encodes tissue displacement into phase images, which are typically processed into measures of cardiac function such as strains. For improved signal to noise ratio and spatiotemporal resolution, DENSE is often acquired with a spiral readout using an 11.1 ms readout duration. However, long spiral readout durations are prone to blurring due to common phenomena such as off-resonance and T2* decay, which may alter the resulting quantifications of strain. We hypothesized that longer readout durations would reduce image quality and underestimate cardiac strains at both 3.0 T and 1.5 T and that using short readout durations could overcome these limitations. Material and methods Computational simulations were performed to investigate the relationship between off-resonance and T2* decay, the spiral cine DENSE readout duration, and measured radial and circumferential strain. Five healthy participants subsequently underwent 2D spiral cine DENSE at both 3.0 T and 1.5 T with several different readout durations 11.1 ms and shorter. Pearson correlations were used to assess the relationship between cardiac strains and the spiral readout duration. Results Simulations demonstrated that long readout durations combined with off-resonance and T2* decay yield blurred images and underestimate strains. With the typical 11.1 ms DENSE readout, blurring was present in the anterior and lateral left ventricular segments of participants and was markedly improved with shorter readout durations. Radial and circumferential strains from those segments were significantly correlated with the readout duration. Compared to the 1.9 ms readout, the 11.1 ms readout underestimated radial and circumferential strains in those segments at both field strengths by up to 19.6% and 1.5% (absolute), or 42% and 7% (relative), respectively. Conclusions Blurring is present in spiral cine DENSE images acquired at both 3.0 T and 1.5 T using the typical 11.1 ms readout duration, which yielded substantially reduced radial strains and mildly reduced circumferential strains. Clinical studies using spiral cine DENSE should consider these limitations, while future technical advances may need to leverage accelerated techniques to improve the robustness and accuracy of the DENSE acquisition rather than focusing solely on reduced acquisition time.
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- 2018
42. Regional Quantification of Brain Tissue Strain Using Displacement-Encoding With Stimulated Echoes Magnetic Resonance Imaging
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Xiaodong Zhong, Rouzbeh Amini, Soroush Heidari Pahlavian, Francis Loth, and John N. Oshinski
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Adult ,Male ,Nervous system ,Cerebellum ,Materials science ,Biomedical Engineering ,Corpus callosum ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Physiology (medical) ,medicine ,Humans ,Displacement (orthopedic surgery) ,medicine.diagnostic_test ,Strain (chemistry) ,Dynamics (mechanics) ,Brain ,Magnetic resonance imaging ,Magnetic Resonance Imaging ,Sagittal plane ,Biomechanical Phenomena ,medicine.anatomical_structure ,Feasibility Studies ,Female ,Stress, Mechanical ,030217 neurology & neurosurgery - Abstract
Intrinsic cardiac-induced deformation of brain tissue is thought to be important in the pathophysiology of various neurological disorders. In this study, we evaluated the feasibility of utilizing displacement encoding with stimulated echoes (DENSE) magnetic resonance imaging (MRI) to quantify two-dimensional (2D) neural tissue strain using cardiac-driven brain pulsations. We examined eight adult healthy volunteers with an electrocardiogram-gated spiral DENSE sequence performed at the midsagittal plane on a 3 Tesla MRI scanner. Displacement, pixel-wise trajectories, and principal strains were determined in seven regions of interest (ROI): the brain stem, cerebellum, corpus callosum, and four cerebral lobes. Quantification of small neural tissue motion and strain along with their spatial and temporal variations in different brain regions was found to be feasible using DENSE. The medial and inferior brain structures (brain stem, cerebellum, and corpus callosum) had significantly larger motion and strain compared to structures located more peripherally. The brain stem had the largest peak mean displacement (PMD) (187 ± 50 μm, mean ± SD). The largest mean principal strains in compression and extension were observed in the brain stem (0.38 ± 0.08%) and the corpus callosum (0.37 ± 0.08%), respectively. Measured values in percent strain were altered by as much as 0.1 between repeated scans. This study showed that DENSE can quantify regional variations in brain tissue motion and strain and has the potential to be utilized as a tool to evaluate the changes in brain tissue dynamics resulting from alterations in biomechanical stresses and tissue properties.
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- 2018
43. Evaluation of the impact of strain correction on the orientation of cardiac diffusion tensors with in vivo and ex vivo porcine hearts
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Ranil de Silva, Dudley J. Pennell, Pedro F. Ferreira, Philip J. Kilner, Andrew D Scott, Daniel B. Ennis, Andrew E. Arai, Bruce S Spottiswoode, Daniel A. Auger, Jonathan D. Suever, Xiaodong Zhong, David N. Firmin, Sonia Nielles-Vallespin, and British Heart Foundation
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sheetlets ,MOTION ,Swine ,Image Processing ,cardiomyocyte ,030204 cardiovascular system & hematology ,Cardiovascular ,030218 nuclear medicine & medical imaging ,Imaging ,0302 clinical medicine ,Nuclear magnetic resonance ,Computer-Assisted ,0903 Biomedical Engineering ,Diastole ,MAGNETIC-RESONANCE ,Image Processing, Computer-Assisted ,Diffusion (business) ,HISTOLOGICAL VALIDATION ,Strain (chemistry) ,medicine.diagnostic_test ,Chemistry ,Echo-Planar Imaging ,Respiration ,Radiology, Nuclear Medicine & Medical Imaging ,Heart ,diffusion tensor imaging ,Magnetic Resonance Imaging ,Nuclear Medicine & Medical Imaging ,Diffusion Tensor Imaging ,Heart Disease ,Cine ,FIBER ORIENTATION ,Artificial ,Biomedical Imaging ,Life Sciences & Biomedicine ,Algorithms ,MRI ,LEFT-VENTRICLE ,Systole ,cardiac ,microstructure ,Biomedical Engineering ,Magnetic Resonance Imaging, Cine ,Stress ,Article ,03 medical and health sciences ,Imaging, Three-Dimensional ,strain ,In vivo ,Image Interpretation, Computer-Assisted ,medicine ,Animals ,Radiology, Nuclear Medicine and imaging ,Computer Simulation ,Image Interpretation ,Science & Technology ,business.industry ,Magnetic resonance imaging ,QUANTIFICATION ,Mechanical ,Respiration, Artificial ,Diffusion Magnetic Resonance Imaging ,Three-Dimensional ,Stress, Mechanical ,Nuclear medicine ,business ,MYOCARDIUM ,Ex vivo ,Software ,Diffusion MRI - Abstract
Author(s): Ferreira, Pedro F; Nielles-Vallespin, Sonia; Scott, Andrew D; de Silva, Ranil; Kilner, Philip J; Ennis, Daniel B; Auger, Daniel A; Suever, Jonathan D; Zhong, Xiaodong; Spottiswoode, Bruce S; Pennell, Dudley J; Arai, Andrew E; Firmin, David N | Abstract: PurposeTo evaluate the importance of strain-correcting stimulated echo acquisition mode echo-planar imaging cardiac diffusion tensor imaging.MethodsHealthy pigs (n = 11) were successfully scanned with a 3D cine displacement-encoded imaging with stimulated echoes and a monopolar-stimulated echo-planar imaging diffusion tensor imaging sequence at 3 T during diastasis, peak systole, and strain sweet spots in a midventricular short-axis slice. The same diffusion tensor imaging sequence was repeated ex vivo after arresting the hearts in either a relaxed (KCl-induced) or contracted (BaCl2 -induced) state. The displacement-encoded imaging with stimulated echoes data were used to strain-correct the in vivo cardiac diffusion tensor imaging in diastole and systole. The orientation of the primary (helix angles) and secondary (E2A) diffusion eigenvectors was compared with and without strain correction and to the strain-free ex vivo data.ResultsStrain correction reduces systolic E2A significantly when compared without strain correction and ex vivo (median absolute E2A = 34.3° versus E2A = 57.1° (P = 0.01), E2A = 60.5° (P = 0.006), respectively). The systolic distribution of E2A without strain correction is closer to the contracted ex vivo distribution than with strain correction, root mean square deviation of 0.027 versus 0.038.ConclusionsThe current strain-correction model amplifies the contribution of microscopic strain to diffusion resulting in an overcorrection of E2A. Results show that a new model that considers cellular rearrangement is required. Magn Reson Med 79:2205-2215, 2018. © 2017 International Society for Magnetic Resonance in Medicine.
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- 2018
44. Interexamination repeatability and spatial heterogeneity of liver iron and fat quantification using MRI-based multistep adaptive fitting algorithm
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Mustafa R. Bashir, Keitaro Sofue, Xiaodong Zhong, Achille Mileto, and Brian M. Dale
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medicine.diagnostic_test ,Wilcoxon signed-rank test ,business.industry ,Intraclass correlation ,Magnetic resonance imaging ,Repeatability ,Fat quantification ,Fitting algorithm ,Linear regression ,Medicine ,Liver iron ,Radiology, Nuclear Medicine and imaging ,business ,Nuclear medicine - Abstract
Purpose To assess the interexamination repeatability and spatial heterogeneity of liver iron and fat measurements using a magnetic resonance imaging (MRI)-based multistep adaptive fitting algorithm. Materials and Methods This prospective observational study was Institutional Review Board-approved and Health Insurance Portability and Accountability Act-compliant. Written informed consent was waived. In all, 150 subjects were imaged on 3T MRI systems. A whole-liver volume acquisition was performed twice using a six-echo 3D spoiled gradient echo sequence during two immediately adjacent examinations. Colocalized regions of interest (ROIs) in three different hepatic segments were placed for R2* and proton density fat fraction (PDFF) measurements by two readers independently. Mean R2* and PDFF values between readers and acquisitions were compared using the Wilcoxon signed-rank test, intraclass correlation coefficients (ICCs), linear regression, Bland–Altman analysis, and analysis of variance (ANOVA). Results The mean R2* and PDFF values across all ROIs and measurements were 51.2 ± 25.2 s−1 and 6.9 ± 6.4%, respectively. Mean R2* and PDFF values showed no significant differences between the two acquisitions (P = 0.05–0.87). Between the two acquisitions, R2* and PDFF values demonstrated almost perfect agreement (ICCs = 0.979–0.994) and excellent correlation (R2 = 0.958–0.989). Bland–Altman analysis also demonstrated excellent agreement. In the ANOVA, the individual patient and ROI location were significant effects for both R2* and PDFF values (P
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- 2015
45. Quantification of Hepatic Steatosis With a Multistep Adaptive Fitting MRI Approach: Prospective Validation Against MR Spectroscopy
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Mustafa R. Bashir, Ghaneh Fananapazir, Berthold Kiefer, Xiaodong Zhong, Stephan Kannengiesser, Marcel Dominik Nickel, and Brian M. Dale
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Adult ,Male ,In vivo magnetic resonance spectroscopy ,Magnetic Resonance Spectroscopy ,Intraclass correlation ,computer.software_genre ,Young Adult ,Nuclear magnetic resonance ,Voxel ,Fitting methods ,Linear regression ,medicine ,Humans ,MRS Sequence ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Aged ,Aged, 80 and over ,business.industry ,Proton density fat fraction ,General Medicine ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Fatty Liver ,Female ,Protons ,Steatosis ,Nuclear medicine ,business ,computer - Abstract
OBJECTIVE. The purpose of this study is to prospectively compare hybrid and complex chemical shift-based MRI fat quantification methods against MR spectroscopy (MRS) for the measurement of hepatic steatosis. SUBJECTS AND METHODS. Forty-two subjects (18 men and 24 women; mean ± SD age, 52.8 ± 14 years) were prospectively enrolled and imaged at 3 T with a chemical shift-based MRI sequence and a single-voxel MRS sequence, each in one breath-hold. Proton density fat fraction and rate constant (R2*) using both single- and dual-R2* hybrid fitting methods, as well as proton density fat fraction and R2* maps using a complex fitting method, were generated. A single radiologist colocalized volumes of interest on the proton density fat fraction and R2* maps according to the spectroscopy measurement voxel. Agreement among the three MRI methods and the MRS proton density fat fraction values was assessed using linear regression, intraclass correlation coefficient (ICC), and Bland-Altman analysis. RESULTS. Correlation between the MRI and MRS measures of proton density fat fraction was excellent. Linear regression coefficients ranged from 0.98 to 1.01, and intercepts ranged from -1.12% to 0.49%. Agreement measured by ICC was also excellent (0.99 for all three methods). Bland-Altman analysis showed excellent agreement, with mean differences of -1.0% to 0.6% (SD, 1.3-1.6%). CONCLUSION. The described MRI-based liver proton density fat fraction measures are clinically feasible and accurate. The validation of proton density fat fraction quantification methods is an important step toward wide availability and acceptance of the MRI-based measurement of proton density fat fraction as an accurate and generalizable biomarker.
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- 2015
46. Automated two-point dixon screening for the evaluation of hepatic steatosis and siderosis: comparison with R2*-relaxometry and chemical shift-based sequences
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Werner Jaschke, Heinz Zoller, Gert Reiter, Scott L. Rauch, Xiaodong Zhong, Benjamin Henninger, Stephan Kannengiesser, Michael Schocke, and Christian Kremser
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Adult ,Male ,Relaxometry ,Siderosis ,Liver disease ,Imaging, Three-Dimensional ,Standard sequence ,Image Processing, Computer-Assisted ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Aged ,Sequence (medicine) ,medicine.diagnostic_test ,business.industry ,Magnetic resonance imaging ,General Medicine ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Fatty Liver ,Liver ,Automated algorithm ,Female ,Steatosis ,business ,Nuclear medicine ,Algorithms - Abstract
To evaluate the automated two-point Dixon screening sequence for the detection and estimated quantification of hepatic iron and fat compared with standard sequences as a reference. One hundred and two patients with suspected diffuse liver disease were included in this prospective study. The following MRI protocol was used: 3D-T1-weighted opposed- and in-phase gradient echo with two-point Dixon reconstruction and dual-ratio signal discrimination algorithm (“screening” sequence); fat-saturated, multi-gradient-echo sequence with 12 echoes; gradient-echo T1 FLASH opposed- and in-phase. Bland–Altman plots were generated and correlation coefficients were calculated to compare the sequences. The screening sequence diagnosed fat in 33, iron in 35 and a combination of both in 4 patients. Correlation between R2* values of the screening sequence and the standard relaxometry was excellent (r = 0.988). A slightly lower correlation (r = 0.978) was found between the fat fraction of the screening sequence and the standard sequence. Bland–Altman revealed systematically lower R2* values obtained from the screening sequence and higher fat fraction values obtained with the standard sequence with a rather high variability in agreement. The screening sequence is a promising method with fast diagnosis of the predominant liver disease. It is capable of estimating the amount of hepatic fat and iron comparable to standard methods. • MRI plays a major role in the clarification of diffuse liver disease. • The screening sequence was introduced for the assessment of diffuse liver disease. • It is a fast and automated algorithm for the evaluation of hepatic iron and fat. • It is capable of estimating the amount of hepatic fat and iron.
- Published
- 2014
47. In Vivo Quantification of Regional Circumferential Green Strain in the Thoracic and Abdominal Aorta by Two-Dimensional Spiral Cine DENSE MRI
- Author
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John S. Wilson, Xiaodong Zhong, Jackson B Hair, W. Robert Taylor, and John N. Oshinski
- Subjects
Aortic arch ,Aorta ,medicine.diagnostic_test ,business.industry ,Abdominal aorta ,Biomedical Engineering ,Magnetic resonance imaging ,Strain (injury) ,Special Section: Spotlight on the Future–Imaging and Biomechanical Engineering ,Steady-state free precession imaging ,030204 cardiovascular system & hematology ,medicine.disease ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Physiology (medical) ,medicine.artery ,cardiovascular system ,Medicine ,Thoracic aorta ,business ,Nuclear medicine ,Spiral - Abstract
Regional tissue mechanics play a fundamental role in the patient-specific function and remodeling of the cardiovascular system. Nevertheless, regional in vivo assessments of aortic kinematics remain lacking due to the challenge of imaging the thin aortic wall. Herein, we present a novel application of displacement encoding with stimulated echoes (DENSE) magnetic resonance imaging (MRI) to quantify the regional displacement and circumferential Green strain of the thoracic and abdominal aorta. Two-dimensional (2D) spiral cine DENSE and steady-state free procession (SSFP) cine images were acquired at 3T at either the infrarenal abdominal aorta (IAA), descending thoracic aorta (DTA), or distal aortic arch (DAA) in a pilot study of six healthy volunteers (22–59 y.o., 4 females). DENSE data were processed with multiple custom noise reduction techniques including time-smoothing, displacement vector smoothing, sectorized spatial smoothing, and reference point averaging to calculate circumferential Green strain across 16 equispaced sectors around the aorta. Each volunteer was scanned twice to evaluate interstudy repeatability. Circumferential Green strain was heterogeneously distributed in all volunteers and locations. The mean spatial heterogeneity index (standard deviation of all sector values divided by the mean strain) was 0.37 in the IAA, 0.28 in the DTA, and 0.59 in the DAA. Mean (homogenized) peak strain by DENSE for each cross section was consistent with the homogenized linearized strain estimated from SSFP cine. The mean difference in peak strain across all sectors following repeat imaging was −0.1±2.3%, with a mean absolute difference of 1.7%. Aortic cine DENSE MRI is a viable noninvasive technique for quantifying heterogeneous regional aortic wall strain and has significant potential to improve patient-specific clinical assessments of numerous aortopathies, as well as to provide the lacking spatiotemporal data required to refine patient-specific computational models of aortic growth and remodeling.
- Published
- 2017
48. Displacement Encoding with Stimulated Echoes (DENSE)
- Author
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Xiaodong Zhong, Bruce Spottiswoode, El-Sayed Ibrahim, and Frederick Epstein
- Published
- 2017
49. Combined Angiography and Late Gadolinium Enhancement Acquisition to Improve Assessment of Pulmonary Vein Isolation for Atrial Fibrillation
- Author
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Adrian, Lam, Erica, Okene, Ankit, Parikh, Xiaodong, Zhong, Thor, Tejada, Michael, Hoskins, Michael, Lloyd, and John N, Oshinski
- Subjects
Male ,Contrast Media ,Reproducibility of Results ,Gadolinium ,Middle Aged ,Image Enhancement ,Sensitivity and Specificity ,Article ,Imaging, Three-Dimensional ,Pulmonary Veins ,Atrial Fibrillation ,Humans ,Female ,Heart Atria ,Magnetic Resonance Angiography - Abstract
To develop a Shared K-space (SharK) magnetic resonance imaging (MRI) sequence that combines angiographic and late gadolinium enhancement (LGE) acquisitions to improve atrial wall segmentation and scar identification, and to develop a novel visualization method that quantifies scar encirclement of pulmonary veins postablation treatment for atrial fibrillation.A SharK sequence was developed and used at 3T to image the left atrium in 11 patients postcryoballoon ablation. The effects of sharing k-space between the angiographic and LGE acquisitions on the accuracy of scar were assessed. The left atrial wall was segmented and points about each pulmonary vein (PV) ostia were projected onto a bullseye to quantitatively compare PV encirclement. The parameters used to quantify encirclement were varied to perform a sensitivity analysis.Compared to using a complete set of k-space, total atrial scar differences were significant only when sharing75% k-space (P = 0.014), and 90% sensitivity and specificity for identifying scar was achieved when sharing 50% k-space. In patients, the right PVs showed more intersubject variance in encirclement compared to the left PVs. A 100° anteroinferior portion of the left PVs was always encircled, while the superior segments of both right PVs was ablated in only 6/11 patients.A SharK sequence was developed to combine angiographic and LGE imaging for atrial wall segmentation and scar identification. The PV bullseye quantifies and localizes encirclement about the PVs. The left PVs showed a higher amount of scar encirclement and less variability compared to the right PVs.2 Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2018;47:477-486.
- Published
- 2017
50. Continuously Adjustable Image Contrast for Clinical Diagnosis in MR
- Author
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Kecheng Liu, Ph.D., US-Malvern, Pennsylvania, Xiaodong Zhong, Ph.D., US-Malvern, Pennsylvania, Dan Ma, Ph.D., US-Cleveland, Ohio, Mark Griswold, Ph.D., US-Cleveland, Ohio, and Brian Marshall Dale, Ph.D., US-Malvern, Pennsylvania
- Published
- 2017
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