DeepAAA: Clinically Applicable and Generalizable Detection of Abdominal Aortic Aneurysm Using Deep Learning. - Jen-Tang Lu; Rupert Brooks; Stefan Hahn; Jin Chen; Varun Buch; Gopal Kotecha; Katherine P. Andriole; Brian B. Ghoshhajra; Joel Pinto; Paul Vozila; Mark Michalski; Neil A. Tenenholtz (MICCAI (2), 2019)

4D CNN for Semantic Segmentation of Cardiac Volumetric Sequences. - Andriy Myronenko; Dong Yang 005; Varun Buch; Daguang Xu; Alvin Ihsani; Sean Doyle; Mark Michalski; Neil A. Tenenholtz; Holger Roth (STACOM@MICCAI, 2019)

Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports. - Neil Deshmukh; Bernardo Bizzo; Selin Gumustop; Romane Gauriau; Varun Buch; Bradley Wright; Christopher P. Bridge; Ram C. Naidu; Katherine P. Andriole (CoRR, 2019)

Federated Learning for Breast Density Classification: A Real-World Implementation. - Holger R. Roth; Ken Chang; Praveer Singh; Nir Neumark; Wenqi Li 001; Vikash Gupta; Sharut Gupta; Liangqiong Qu; Alvin Ihsani; Bernardo C. Bizzo; Yuhong Wen; Varun Buch; et al. (DART/DCL@MICCAI, 2020)

An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems. - Charles Lu 001; Julia Strout; Romane Gauriau; Bradley Wright; Fabiola Bezerra De Carvalho Marcruz; Varun Buch; Katherine P. Andriole (CoRR, 2020)

Democratizing Artificial Intelligence in Healthcare: A Study of Model Development Across Two Institutions Incorporating Transfer Learning. - Vikash Gupta; Holger Roth; Varun Buch; Marcio Aloisio Bezerra Cavalcanti Rockenbach; Richard D. White; Dong Yang 005; Olga Laur; Brian B. Ghoshhajra; Ittai Dayan; Daguang Xu; Mona G. Flores; Barbaros Selnur Erdal (CoRR, 2020)

Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels. - Dufan Wu; Kuang Gong; Chiara Daniela Arru; Fatemeh Homayounieh; Bernardo Bizzo; Varun Buch; Hui Ren 001; Kyung Sang Kim; Nir Neumark; Pengcheng Xu; Zhiyuan Liu; Wei Fang; et al. (IEEE J. Biomed. Health Informatics, 2020)

Development and Validation of a Deep Learning Model for Prediction of Severe Outcomes in Suspected COVID-19 Infection. - Varun Buch; Aoxiao Zhong; Xiang Li 001; Marcio Aloisio Bezerra Cavalcanti Rockenbach; Dufan Wu; Hui Ren 001; Jiahui Guan; Andrew Liteplo; Sayon Dutta; Ittai Dayan; Quanzheng Li (CoRR, 2021)

Multicenter Assessment of CT Pneumonia Analysis Prototype for Predicting Disease Severity and Patient Outcome. - Fatemeh Homayounieh; Marcio Aloisio Bezerra Cavalcanti Rockenbach; Shadi Ebrahimian; Ruhani Doda Khera; Bernardo C. Bizzo; Varun Buch; Rosa Babaei; Hadi Karimi Mobin; Iman Mohseni; Matthias Mitschke; Mathis Zimmermann; Felix Durlak; et al. (J. Digit. Imaging, 2021)

Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19. - Aoxiao Zhong; Xiang Li 001; Dufan Wu; Hui Ren 001; Kyung Sang Kim; Young-Gon Kim; Varun Buch; Nir Neumark; Bernardo Bizzo; Won Young Tak; Soo Young Park; Yu Rim Lee; et al. (Medical Image Anal., 2021)