11 results on '"Kothary N"'
Search Results
2. Limitations of Fluorine 18 Fluoromisonidazole in Assessing Treatment-induced Tissue Hypoxia after Transcatheter Arterial Embolization of Hepatocellular Carcinoma: A Prospective Pilot Study.
- Author
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Shah RP, Laeseke PF, Shin LK, Chin FT, Kothary N, and Segall GM
- Subjects
- Aged, Fluorine, Humans, Hypoxia, Male, Middle Aged, Misonidazole analogs & derivatives, Pilot Projects, Positron Emission Tomography Computed Tomography, Positron-Emission Tomography methods, Prospective Studies, Radiopharmaceuticals, Carcinoma, Hepatocellular diagnostic imaging, Carcinoma, Hepatocellular therapy, Embolization, Therapeutic, Liver Neoplasms diagnostic imaging, Liver Neoplasms therapy
- Abstract
Purpose To determine the variance and correlation with tumor viability of fluorine 18 (
18 F) fluoromisonidazole (FMISO) uptake in hepatocellular carcinoma (HCC) prior to and after embolization treatment. Materials and Methods In this single-arm, single-center, prospective pilot study between September 2016 and March 2017, participants with at least one tumor measuring 1.5 cm or larger with imaging or histologic findings diagnostic for HCC were enrolled (five men; mean age, 68 years; age range, 61-76 years). Participants underwent18 F-FMISO PET/CT before and after bland embolization of HCC. A tumor-to-liver ratio (TLR) was calculated by using standardized uptake values of tumor and liver. The difference in mean TLR before and after treatment was compared by using a Wilcoxon rank sum test, and correlation between TLR and tumor viability was assessed by using the Spearman rank correlation coefficient. Results Four participants with five tumors were included in the final analysis. The median tumor diameter was 3.2 cm (IQR, 3.0-3.9 cm). The median TLR before treatment was 0.97 (IQR, 0.88-0.98), with a variance of 0.02, and the median TLR after treatment was 0.85 (IQR, 0.79-1), with a variance of 0.01; both findings indicate a narrow range of18 F-FMISO uptake in HCC. The Spearman rank correlation coefficient was 0.87, indicating a high correlation between change in TLR and nonviable tumor. Conclusion Although there was a correlation between change in TLR and response to treatment, the low signal-to-noise ratio of18 F-FMISO in the liver limited its use in HCC. Keywords: Molecular Imaging-Clinical Translation, Embolization, Abdomen/Gastrointestinal, Liver Clinical trial registration no. NCT02695628 © RSNA, 2022.- Published
- 2022
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3. Interreader Variability in Semantic Annotation of Microvascular Invasion in Hepatocellular Carcinoma on Contrast-enhanced Triphasic CT Images.
- Author
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Bakr S, Gevaert O, Patel B, Kesselman A, Shah R, Napel S, and Kothary N
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- Adult, Aged, Aged, 80 and over, Female, Humans, Male, Middle Aged, Observer Variation, Reproducibility of Results, Semantics, Tomography, X-Ray Computed, Carcinoma, Hepatocellular diagnostic imaging, Carcinoma, Hepatocellular surgery, Liver Neoplasms diagnostic imaging, Liver Neoplasms surgery, Neoplasm Invasiveness diagnostic imaging
- Abstract
Purpose: To evaluate interreader agreement in annotating semantic features on preoperative CT images to predict microvascular invasion (MVI) in patients with hepatocellular carcinoma (HCC)., Materials and Methods: Preoperative, contrast material-enhanced triphasic CT studies from 89 patients (median age, 64 years; age range, 36-85 years; 70 men) who underwent hepatic resection between 2008 and 2017 for a solitary HCC were reviewed. Three radiologists annotated CT images obtained during the arterial and portal venous phases, independently and in consensus, with features associated with MVI reported by other investigators. The assessed factors were the presence or absence of discrete internal arteries, hypoattenuating halo, tumor-liver difference, peritumoral enhancement, and tumor margin. Testing also included previously proposed MVI signatures: radiogenomic venous invasion (RVI) and two-trait predictor of venous invasion (TTPVI), using single-reader and consensus annotations. Cohen (two-reader) and Fleiss (three-reader) κ and the bootstrap method were used to analyze interreader agreement and differences in model performance, respectively., Results: Of HCCs assessed, 32.6% (29 of 89) had MVI at histopathologic findings. Two-reader agreement, as assessed by pairwise Cohen κ statistics, varied as a function of feature and imaging phase, ranging from 0.02 to 0.6; three-reader Fleiss κ varied from -0.17 to 0.56. For RVI and TTPVI, the best single-reader performance had sensitivity and specificity of 52% and 77% and 67% and 74%, respectively. In consensus, the sensitivity and specificity for the RVI and TTPVI signatures were 59% and 67% and 70% and 62%, respectively., Conclusion: Interreader variability in semantic feature annotation remains a challenge and affects the reproducibility of predictive models for preoperative detection of MVI in HCC. Supplemental material is available for this article. © RSNA, 2020., (2020 by the Radiological Society of North America, Inc.)
- Published
- 2020
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4. Quantitative Ultrasound Spectroscopy for Differentiation of Hepatocellular Carcinoma from At-Risk and Normal Liver Parenchyma.
- Author
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Durot I, Sigrist RMS, Kothary N, Rosenberg J, Willmann JK, and El Kaffas A
- Subjects
- Aged, Aged, 80 and over, Diagnosis, Differential, Disease Management, Female, Humans, Image Processing, Computer-Assisted, Liver Cirrhosis diagnostic imaging, Liver Cirrhosis pathology, Male, Middle Aged, ROC Curve, Risk Assessment, Workflow, Carcinoma, Hepatocellular diagnostic imaging, Carcinoma, Hepatocellular pathology, Liver diagnostic imaging, Liver Neoplasms diagnostic imaging, Liver Neoplasms pathology, Spectrum Analysis methods, Ultrasonography methods
- Abstract
Purpose: Quantitative ultrasound approaches can capture tissue morphologic properties to augment clinical diagnostics. This study aims to clinically assess whether quantitative ultrasound spectroscopy (QUS) parameters measured in hepatocellular carcinoma (HCC) tissues can be differentiated from those measured in at-risk or healthy liver parenchyma., Experimental Design: This prospective Health Insurance Portability and Accountability Act (HIPAA)-compliant study was approved by the Institutional Review Board. Fifteen patients with HCC, 15 non-HCC patients with chronic liver disease, and 15 healthy volunteers were included (31.1% women; 68.9% men). Ultrasound radiofrequency data were acquired in each patient in both liver lobes at two focal depths (3/9 cm). Region of interests (ROIs) were drawn on HCC and liver parenchyma. The average normalized power spectrum for each ROI was extracted, and a linear regression was fit within the -6 dB bandwidth, from which the midband fit (MBF), spectral intercept (SI), and spectral slope (SS) were extracted. Differences in QUS parameters between the ROIs were tested by a mixed-effects regression., Results: There was a significant intraindividual difference in MBF, SS, and SI between HCC and adjacent liver parenchyma ( P < 0.001), and a significant interindividual difference between HCC and at-risk and healthy non-HCC parenchyma ( P < 0.001). In patients with HCC, cirrhosis ( n = 13) did not significantly change any of the three parameters ( P > 0.8) in differentiating HCC from non-HCC parenchyma. MBF ( P = 0.12), SI ( P = 0.33), and SS ( P = 0.57) were not significantly different in non-HCC tissue among the groups., Conclusions: The QUS parameters are significantly different in HCC versus non-HCC liver parenchyma, independent of underlying cirrhosis. This could be leveraged for improved HCC detection with ultrasound in the future., (©2019 American Association for Cancer Research.)
- Published
- 2019
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5. Noninvasive radiomics signature based on quantitative analysis of computed tomography images as a surrogate for microvascular invasion in hepatocellular carcinoma: a pilot study.
- Author
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Bakr S, Echegaray S, Shah R, Kamaya A, Louie J, Napel S, Kothary N, and Gevaert O
- Abstract
We explore noninvasive biomarkers of microvascular invasion (mVI) in patients with hepatocellular carcinoma (HCC) using quantitative and semantic image features extracted from contrast-enhanced, triphasic computed tomography (CT). Under institutional review board approval, we selected 28 treatment-naive HCC patients who underwent surgical resection. Four radiologists independently selected and delineated tumor margins on three axial CT images and extracted computational features capturing tumor shape, image intensities, and texture. We also computed two types of "delta features," defined as the absolute difference and the ratio computed from all pairs of imaging phases for each feature. 717 arterial, portal-venous, delayed single-phase, and delta-phase features were robust against interreader variability ([Formula: see text]). An enhanced cross-validation analysis showed that combining robust single-phase and delta features in the arterial and venous phases identified mVI (AUC [Formula: see text]). Compared to a previously reported semantic feature signature (AUC 0.47 to 0.58), these features in our cohort showed only slight to moderate agreement (Cohen's kappa range: 0.03 to 0.59). Though preliminary, quantitative analysis of image features in arterial and venous phases may be potential surrogate biomarkers for mVI in HCC. Further study in a larger cohort is warranted.
- Published
- 2017
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6. Reproducibility of Parenchymal Blood Volume Measurements Using an Angiographic C-arm CT System.
- Author
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Mueller K, Fahrig R, Manhart M, Deuerling-Zheng Y, Rosenberg J, Moore T, Ganguly A, and Kothary N
- Subjects
- Animals, Contrast Media, Female, Imaging, Three-Dimensional, Injections, Intra-Arterial, Models, Animal, Reproducibility of Results, Software, Swine, Blood Volume Determination methods, Computed Tomography Angiography methods, Cone-Beam Computed Tomography methods, Embolization, Therapeutic, Liver Circulation
- Abstract
Rationale and Objectives: Intra-procedural measurement of hepatic perfusion following liver embolization continues to be a challenge. Blood volume imaging before and after interventional procedures would allow identifying the treatment end point or even allow predicting treatment outcome. Recent liver oncology studies showed the feasibility of parenchymal blood volume (PBV) imaging using an angiographic C-arm system. This study was done to evaluate the reproducibility of PBV measurements using cone beam computed tomography (CBCT) before and after embolization of the liver in a swine model., Materials and Methods: CBCT imaging was performed before and after partial bland embolization of the left lobe of the liver in five adult pigs. Intra-arterial injection of iodinated contrast with a 6-second x-ray delay was used with a two-sweep 8-second rotation imaging protocol. Three acquisitions, each separated by 10 minutes to allow for contrast clearance, were obtained before and after embolization in each animal. Post-processing was carried out using dedicated software to generate three-dimensional (3D) PBV maps. Two region-of-interest measurements were placed on two views within the right and left lobe on each CBCT 3D PBV map. Variation in PBV for scans acquired within each animal was determined by the coefficient of variation and intraclass correlation. A Wilcoxon signed-rank test was used to test post-procedure reduction in PBV., Results: The CBCT PBV maps showed mean coefficients of variation of 7% (range: 2%-16%) and 25% (range: 13%-34%) for baseline and embolized PBV maps, respectively. The intraclass correlation for PBV measurements was 0.89, demonstrating high reproducibility, with measurable reduction in PBV displayed after embolization (P = 0.007)., Conclusions: Intra-procedural acquisition of 3D PBV maps before and after liver embolization using CBCT is highly reproducible and shows promising application for obtaining intra-procedural PBV maps during locoregional therapy., (Copyright © 2016 The Association of University Radiologists. Published by Elsevier Inc. All rights reserved.)
- Published
- 2016
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7. Core samples for radiomics features that are insensitive to tumor segmentation: method and pilot study using CT images of hepatocellular carcinoma.
- Author
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Echegaray S, Gevaert O, Shah R, Kamaya A, Louie J, Kothary N, and Napel S
- Abstract
The purpose of this study is to investigate the utility of obtaining "core samples" of regions in CT volume scans for extraction of radiomic features. We asked four readers to outline tumors in three representative slices from each phase of multiphasic liver CT images taken from 29 patients (1128 segmentations) with hepatocellular carcinoma. Core samples were obtained by automatically tracing the maximal circle inscribed in the outlines. Image features describing the intensity, texture, shape, and margin were used to describe the segmented lesion. We calculated the intraclass correlation between the features extracted from the readers' segmentations and their core samples to characterize robustness to segmentation between readers, and between human-based segmentation and core sampling. We conclude that despite the high interreader variability in manually delineating the tumor (average overlap of 43% across all readers), certain features such as intensity and texture features are robust to segmentation. More importantly, this same subset of features can be obtained from the core samples, providing as much information as detailed segmentation while being simpler and faster to obtain.
- Published
- 2015
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8. Migration of implanted markers for image-guided lung tumor stereotactic ablative radiotherapy.
- Author
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Hong JC, Eclov NC, Yu Y, Rao AK, Dieterich S, Le QT, Diehn M, Sze DY, Loo BW Jr, Kothary N, and Maxim PG
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- Aged, Equipment Design, Equipment Failure Analysis, Female, Humans, Male, Motion, Radiosurgery methods, Reproducibility of Results, Retrospective Studies, Sensitivity and Specificity, Surgery, Computer-Assisted methods, Tomography, X-Ray Computed methods, Treatment Outcome, Artifacts, Fiducial Markers, Lung Neoplasms diagnostic imaging, Lung Neoplasms surgery, Radiosurgery instrumentation, Surgery, Computer-Assisted instrumentation, Tomography, X-Ray Computed instrumentation
- Abstract
The purpose of this study was to quantify postimplantation migration of percutaneously implanted cylindrical gold seeds ("seeds") and platinum endovascular embolization coils ("coils") for tumor tracking in pulmonary stereotactic ablative radiotherapy (SABR). We retrospectively analyzed the migration of markers in 32 consecutive patients with computed tomography scans postimplantation and at simulation. We implanted 147 markers (59 seeds, 88 coils) in or around 34 pulmonary tumors over 32 procedures, with one lesion implanted twice. Marker coordinates were rigidly aligned by minimizing fiducial registration error (FRE), the root mean square of the differences in marker locations for each tumor between scans. To also evaluate whether single markers were responsible for most migration, we aligned with and without the outlier causing the largest FRE increase per tumor. We applied the resultant transformation to all markers. We evaluated migration of individual markers and FRE of each group. Median scan interval was 8 days. Median individual marker migration was 1.28 mm (interquartile range [IQR] 0.78-2.63 mm). Median lesion FRE was 1.56 mm (IQR 0.92-2.95 mm). Outlier identification yielded 1.03 mm median migration (IQR 0.52-2.21 mm) and 1.97 mm median FRE (IQR 1.44-4.32 mm). Outliers caused a mean and median shift in the centroid of 1.22 and 0.80 mm (95th percentile 2.52 mm). Seeds and coils had no statistically significant difference. Univariate analysis suggested no correlation of migration with the number of markers, contact with the chest wall, or time elapsed. Marker migration between implantation and simulation is limited and unlikely to cause geometric miss during tracking.
- Published
- 2013
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9. Heparin in interventional radiology: a therapy in evolution.
- Author
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Resnick SB, Resnick SH, Weintraub JL, and Kothary N
- Abstract
Interventional radiology techniques made possible by the antithrombotic properties of heparin have revolutionized treatment for a myriad of disorders. Newer low-molecular-weight heparins (LMWHs) offer several advantages over unfractionated heparin (UFH), especially in chronic settings. They are increasing in popularity for use during vascular procedures. However, LMWH shares limitations with UFH such as heterogeneity, nonspecificity, and induction of thrombocytopenia. These drawbacks have led to a search for the next generation of antithrombotic agents. Homogeneous drugs targeting specific coagulation cascade molecules are now available. The number of alternative anticoagulant drug combinations presents clinicians with a confusing array of choices. The strengths and weaknesses of UFH, LMWH, and direct antithrombin agents are presented. The promising future of LMWH and hirudins is discussed.
- Published
- 2005
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10. Interventional radiology: management of biliary complications of liver transplantation.
- Author
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Kothary N, Patel AA, and Shlansky-Goldberg RD
- Abstract
Major advances in the field of liver transplantation have led to an increase in both graft and patient survival rates. Despite increased graft survival rate, biliary complications lead to significant postoperative morbidity and even mortality. A multidisciplinary approach to these complications is critical. As part of the team approach, less invasive techniques used by the interventional radiologist have an increasing role in the management of complications after liver transplantation. This paper will review the current role of the interventionalist in management of biliary complications.
- Published
- 2004
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11. Conventional and perfusion MR imaging of parafalcine chondrosarcoma.
- Author
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Kothary N, Law M, Cha S, and Zagzag D
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- Adult, Brain Neoplasms blood supply, Brain Neoplasms pathology, Brain Neoplasms surgery, Chondrocytes pathology, Chondrosarcoma blood supply, Chondrosarcoma pathology, Chondrosarcoma surgery, Corpus Callosum blood supply, Corpus Callosum pathology, Dominance, Cerebral physiology, Female, Humans, Neuronavigation, Regional Blood Flow physiology, Angiography, Digital Subtraction, Brain Neoplasms diagnosis, Cerebral Angiography, Chondrosarcoma diagnosis, Image Enhancement methods, Image Processing, Computer-Assisted methods, Magnetic Resonance Imaging methods, Parietal Lobe blood supply, Parietal Lobe pathology, Parietal Lobe surgery, Tomography, X-Ray Computed
- Abstract
Intracranial chondrosarcomas have a predilection for the skull base, for which CT and MR imaging findings have been described. We present a rare case of primary chondrosarcoma arising from the falx in a young woman with no history of radiation. The CT, conventional MR imaging, perfusion MR imaging, and digital subtraction angiography findings are described.
- Published
- 2003
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