1,163 results on '"Mazurowski, Maciej A."'
Search Results
202. Colorectal polyp classification using confidence-calibrated convolutional neural networks
203. Hepatic artery segmentation with 3D convolutional neural networks
204. Multi-modal learning with missing data for cancer diagnosis using histopathological and genomic data
205. Placenta accreta spectrum and hysterectomy prediction using MRI radiomic features
206. Efficient endoscopic frame informativeness assessment by reusing the encoder of the primary CAD task
207. Iterative ComBat methods for harmonization of radiomic features
208. Uncertainty estimation in classification of MGMT using radiogenomics for glioblastoma patients
209. A novel CNN+LSTM approach to classify frontal chest x-rays for spine fractures
210. Visualization and unsupervised clustering of emphysema progression using t-SNE analysis of longitudinal CT images and SNPs
211. 4D radiomics in dynamic contrast-enhanced MRI: prediction of pathological complete response and systemic recurrence in triple-negative breast cancer
212. BAPGAN: GAN-based bone age progression of femur and phalange x-ray images
213. Evaluating the sensitivity of deep learning to inter-reader variations in lesion delineations on bi-parametric MRI in identifying clinically significant prostate cancer
214. Incorporate radiograph-reading behavior and knowledge into deep reinforcement learning for lesion localization
215. Computer-aided detection for architectural distortion: a comparison of digital breast tomosynthesis and digital mammography
216. Addressing imaging accessibility by cross-modality transfer learning
217. WRDet: a breast cancer detector for full-field digital mammograms
218. Deep learning based multiple sclerosis lesion detection utilizing synthetic data generation and soft attention mechanism
219. Effect of different molecular subtype reference standards in AI training: implications for DCE-MRI radiomics of breast cancers
220. Stroke lesion localization in 3D MRI datasets with deep reinforcement learning
221. Analyzing GAN artifacts for simulating mammograms: application towards finding mammographically-occult cancer
222. Mammary duct detection using self-supervised encoders
223. Exploring directed network connectivity in complex systems using large-scale augmented Granger causality (lsAGC)
224. Association between DCE MRI background parenchymal enhancement and mammographic texture features
225. Renal tumor analysis using multi-phase abdominal CT images
226. Integrating zonal priors and pathomic MRI biomarkers for improved aggressive prostate cancer detection on MRI
227. Segmentation of multiple myeloma plasma cells in microscopy images with noisy labels
228. Deciphering deep ensembles for lung nodule analysis
229. Applying a novel two-stage deep-learning model to improve accuracy in detecting retinal fundus images
230. Ensembling mitigates scanner effects in deep learning medical image segmentation with deep-U-Nets
231. Open-world active learning for echocardiography view classification
232. Deep hybrid convolutional wavelet networks: application to predicting response to chemoradiation in rectal cancers via MRI
233. Effect of computerized decision support on diagnostic accuracy and intra-observer variability in multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography
234. Early prediction of metastasis in women with locally advanced breast cancer
235. Improving the performance of computer-aided classification of breast lesions using a new feature fusion method
236. Improving lesion detection algorithm in digital breast tomosynthesis leveraging ensemble cross-validation models with multi-depth levels
237. Deep curriculum learning in task space for multi-class based mammography diagnosis
238. Multiparameter analysis of vascular remodeling in post-acute sequelae of COVID-19
239. Management of Thyroid Nodules Seen on Ultrasound: Deep Learning May Match Radiologists Performance
240. Adaptive Computer-Assisted Mammography Training for Improved Breast Cancer Screening
241. Automatic estimation of knee joint space narrowing by deep learning segmentation algorithms
242. Automatic Kellgren-Lawrence grade estimation driven deep learning algorithms
243. Management of Thyroid Nodules Seen on US Images: Deep Learning May Match Performance of Radiologists
244. Using Artificial Intelligence to Revise ACR TI-RADS Risk Stratification of Thyroid Nodules: Diagnostic Accuracy and Utility
245. Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm
246. Deep learning of 3D CT images for organ segmentation using 2D multi-channel SegNet model
247. Combining deep learning methods and human knowledge to identify abnormalities in computed tomography (CT) reports
248. Malignant microcalcification clusters detection using unsupervised deep autoencoders
249. Can Texture Analysis Be Used to Distinguish Benign From Malignant Adrenal Nodules on Unenhanced CT, Contrast-Enhanced CT, or In-Phase and Opposed-Phase MRI?
250. Hierarchical Convolutional Neural Networks for Segmentation of Breast Tumors in MRI With Application to Radiogenomics
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