Roman Zeleznik

Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging

Yiwen Xu, Ahmed Hosny, Roman Zeleznik et al. · Clinical Cancer Research · 2019 · 599 citations · Full text

Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study

Ahmed Hosny, Chintan Parmar, Thibaud Coroller et al. · PLoS Medicine · 2018 · 571 citations · Full text

Deep convolutional neural networks to predict cardiovascular risk from computed tomography

Roman Zeleznik, Borek Foldyna, Parastou Eslami et al. · Nature Communications · 2021 · 215 citations · Full text

Radiomics of Coronary Artery Calcium in the Framingham Heart Study

Parastou Eslami, Chintan Parmar, Borek Foldyna et al. · Radiology Cardiothoracic Imaging · 2020 · 42 citations · Full text

Deep-learning system to improve the quality and efficiency of volumetric heart segmentation for breast cancer

Roman Zeleznik, Jana Taron, Christian V. Guthier et al. · npj Digital Medicine · 2021 · 26 citations · Full text