Fatemeh Zabihollahy

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 9

Top Topics

Convolutional Neural Network

Automated Segmentation

Fully Automated

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Image-Guided Procedures

Medical Imaging: Digital Pathology

Publications

Rohini Gaikar, Fatemeh Zabihollahy, Nadia A. Farrag, Mohamed W. Elfaal, Nicola Schieda, Eranga Ukwatta
Transfer learning based fully automated kidney segmentation on MR images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Fatemeh Zabihollahy, Akila N. Viswanathan, Ehud J. Schmidt, Junghoon Lee
A deep learning-based clinical target volume segmentation in female pelvic MRI for radiation therapy planning. Medical Imaging: Image-Guided Procedures (2022)
Jenita Manokaran, Fatemeh Zabihollahy, Andrew Hamilton-Wright, Eran Ukwatta
Deep learning-based detection of COVID-19 from chest x-ray images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Fatemeh Zabihollahy, Nicola Schieda, Eranga Ukwatta
Patch-Based Convolutional Neural Network for Differentiation of Cyst From Solid Renal Mass on Contrast-Enhanced Computed Tomography Images. IEEE Access 8 (2020)
Conor McKeen, Fatemeh Zabihollahy, Jinu Kurian, Adrian D. C. Chan, Dina El Demellawy, Eranga Ukwatta
Machine learning-based approach for fully automated segmentation of muscularis propria from histopathology images of intestinal specimens. Medical Imaging: Digital Pathology (2019)
Fatemeh Zabihollahy, James A. White, Eranga Ukwatta
Fully automated segmentation of left ventricular myocardium from 3D late gadolinium enhancement magnetic resonance images using a U-net convolutional neural network-based model. Medical Imaging: Computer-Aided Diagnosis (2019)
Fatemeh Zabihollahy, Aidan Lochbihler, Eranga Ukwatta
Deep learning based approach for fully automated detection and segmentation of hard exudate from retinal images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Fatemeh Zabihollahy, Eranga Ukwatta
Fully-automated segmentation of optic disk from retinal images using deep learning techniques. Medical Imaging: Computer-Aided Diagnosis (2019)
Fatemeh Zabihollahy, James A. White, Eranga Ukwatta
Myocardial scar segmentation from magnetic resonance images using convolutional neural network. Medical Imaging: Computer-Aided Diagnosis (2018)