Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging

by Matthew D. Li, Ken Chang, Ben Bearce, Connie Y. Chang, Ambrose J. Huang, J. Peter Campbell, James M. Brown, Praveer Singh, Katharina V. Hoebel, Deniz Erdoğmuş, Stratis Ioannidis, William E. Palmer, Michael F. Chiang, Jayashree Kalpathy-Cramer
Published 2020

Deepfakes in Ophthalmology

by Jimmy S. Chen, MD, Aaron S. Coyner, PhD, R.V. Paul Chan, MD, M. Elizabeth Hartnett, MD, Darius M. Moshfeghi, MD, Leah A. Owen, MD, PhD, Jayashree Kalpathy-Cramer, PhD, Michael F. Chiang, MD, MA, J. Peter Campbell, MD, MPH
Published 2021

Identification of candidate genes and pathways in retinopathy of prematurity by whole exome sequencing of preterm infants enriched in phenotypic extremes

by Sang Jin Kim, Kemal Sonmez, Ryan Swan, J. Peter Campbell, Susan Ostmo, R. V. Paul Chan, Aaron Nagiel, Kimberly A. Drenser, Audina M. Berrocal, Jason D. Horowitz, Xiaohui Li, Yii-Der Ida Chen, Kent D. Taylor, Charles Simmons, Jerome I. Rotter, Michael F. Chiang, Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium
Published 2021

Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment

by Jimmy S. Chen, MD, Jamie E. Anderson, BS, Aaron S. Coyner, PhD, Susan Ostmo, MS, Kemal Sonmez, PhD, Deniz Erdogmus, PhD, Brian K. Jordan, MD, PhD, Cynthia T. McEvoy, MD, MCR, Dmitry Dukhovny, MD, MPH, Robert L. Schelonka, MD, R.V. Paul Chan, MD, Praveer Singh, PhD, Jayashree Kalpathy-Cramer, PhD, Michael F. Chiang, MD, MA, J. Peter Campbell, MD, MPH
Published 2021