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Fatemeh Zabihollahy
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Automated segmentation of prostate zonal anatomy on T2‐weighted (T2W) and apparent diffusion coefficient (ADC) map MR images using U‐Nets
F Zabihollahy, N Schieda, S Krishna Jeyaraj, E Ukwatta
Medical physics 46 (7), 3078-3090, 2019
592019
Automated classification of solid renal masses on contrast-enhanced computed tomography images using convolutional neural network with decision fusion
F Zabihollahy, N Schieda, S Krishna, E Ukwatta
European Radiology, 2020
562020
Convolutional neural network‐based approach for segmentation of left ventricle myocardial scar from 3D late gadolinium enhancement MR images
F Zabihollahy, JA White, E Ukwatta
Medical physics 46 (4), 1740-1751, 2019
542019
Quantitative prostate MRI
N Schieda, CS Lim, F Zabihollahy, J Abreu‐Gomez, S Krishna, S Woo, ...
Journal of magnetic resonance imaging 53 (6), 1632-1645, 2021
502021
Fully Automated Segmentation of Left Ventricular Scar from 3D Late Gadolinium Enhancement Magnetic Resonance Imaging Using a Cascaded Multi-Planar U-Net (CMPU-Net)
F Zabihollahy, M Rajchl, AJ White, E Ukwatta
Medical Physics, 2020
462020
Ensemble U‐net‐based method for fully automated detection and segmentation of renal masses on computed tomography images
Z Fatemeh, S Nicola, K Satheesh, U Eranga
Medical physics 47 (9), 4032-4044, 2020
382020
Myocardial scar segmentation from magnetic resonance images using convolutional neural network
F Zabihollahy, JA White, E Ukwatta
Medical Imaging 2018: Computer-Aided Diagnosis 10575, 663-670, 2018
312018
Detection of COVID-19 from chest x-ray images using transfer learning
J Manokaran, F Zabihollahy, A Hamilton-Wright, E Ukwatta
Journal of medical imaging 8 (S1), 017503-017503, 2021
302021
Fully automated localization of prostate peripheral zone tumors on apparent diffusion coefficient map MR images using an ensemble learning method
F Zabihollahy, E Ukwatta, S Krishna, N Schieda
Journal of Magnetic Resonance Imaging 51 (4), 1223-1234, 2020
182020
Deep learning based approach for fully automated detection and segmentation of hard exudate from retinal images
F Zabihollahy, A Lochbihler, E Ukwatta
Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and …, 2019
182019
Fully Automated Multi-Organ Segmentation of Female Pelvic Magnetic Resonance Images with Coarse-to-Fine Convolutional Neural Network
F Zabihollahy, AN Viswanathan, EJ Schmidt, M Morcos, J Lee
Medical Physics, 2021
172021
Fully automated segmentation of left ventricular myocardium from 3D late gadolinium enhancement magnetic resonance images using a U-net convolutional neural network-based model
F Zabihollahy, JA White, E Ukwatta
Medical Imaging 2019: Computer-Aided Diagnosis 10950, 832-839, 2019
152019
Machine Learning-based Segmentation of Left Ventricular Myocardial Fibrosis from Magnetic Resonance Imaging
F Zabihollahy, S Rajan, E Ukwatta
Current Radiology Reports, 2020
132020
Fully automated segmentation of clinical target volume in cervical cancer from magnetic resonance imaging with convolutional neural network
F Zabihollahy, AN Viswanathan, EJ Schmidt, J Lee
Journal of applied clinical medical physics 23 (9), e13725, 2022
92022
Continuous monitoring of mechanical properties of plantar soft tissue for diabetic patients using wearable ultrasonic and force sensors
F Zabihollahy, BM Trindade, Y Ono, ED Lemaire
2016 IEEE EMBS International Student Conference (ISC), 1-4, 2016
82016
Virtual electrophysiological study as a tool for evaluating efficacy of MRI techniques in predicting adverse arrhythmic events in ischemic patients
E Ukwatta, P Nikolov, F Zabihollahy, NA Trayanova, GA Wright
Physics in Medicine & Biology 63 (22), 225008, 2018
72018
Patch-Based Convolutional Neural Network for Differentiation of Cyst from Solid Renal Mass on Contrast-Enhanced Computed Tomography Images
F Zabihollahy, N Schieda, E Ukwatta
IEEE ACCESS, 1-8, 2020
62020
Evaluation of spatial attentive deep learning for automatic placental segmentation on longitudinal MRI
Y Liu, F Zabihollahy, R Yan, B Lee, C Janzen, SU Devaskar, K Sung
Journal of Magnetic Resonance Imaging 57 (5), 1533-1540, 2023
52023
Transfer learning-based approach for automated kidney segmentation on multiparametric MRI sequences
R Gaikar, F Zabihollahy, MW Elfaal, A Azad, N Schieda, E Ukwatta
Journal of Medical Imaging 9 (3), 036001-036001, 2022
42022
Deep learning-based detection of COVID-19 from chest x-ray images
J Manokaran, F Zabihollahy, A Hamilton-Wright, E Ukwatta
Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and …, 2021
32021
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