2025 Pancreatic cancer risk prediction using deep sequential modeling of longitudinal diagnostic and medication records. Chunlei Zheng†, Asif Khan†, Daniel Ritter†, Debora S. Marks, Nhan V. Do, Nathanael R. Fillmore‡, Chris Sander‡† Equal first authorship · ‡ Equal senior authorship Cell Reports Medicine6(9), 102359 U.S. Veterans and VA Data Electronic Health Records Pancreatic Cancer Predictive Modeling Deep Learning
2023 A deep learning algorithm to predict risk of pancreatic cancer from disease trajectories. Davide Placido†, Bo Yuan†, Jessica X. Hjaltelin†, Chunlei Zheng†, Amalie D. Haue, Piotr J. Chmura, Chen Yuan, Jihye Kim, Renato Umeton, Gregory Antell, Alexander Chowdhury, Alexandra Franz, Lauren Brais, Elizabeth Andrews, Debora S. Marks, Aviv Regev, Siamack Ayandeh, Mary T. Brophy, Nhan V. Do, Peter Kraft, Brian M. Wolpin, Michael H. Rosenthal, Nathanael R. Fillmore, Søren Brunak‡, Chris Sander‡† Equal first authorship · ‡ Equal senior authorship Nature Medicine29(5), 1113-1122 U.S. Veterans and VA Data Electronic Health Records Pancreatic Cancer Predictive Modeling Deep Learning
2021 Disulfiram use is associated with lower risk of COVID-19: A retrospective cohort study. Nathanael Fillmore†, Steven Bell†, Ciyue Shen†, Vinh Nguyen, Jennifer La, Maureen Dubreuil, Judith Strymish, Mary Brophy, Gautam Mehta, Hao Wu, Judy Lieberman, Nhan Do‡, Chris Sander‡† Equal first authorship · ‡ Equal senior authorship PLOS ONE16(10), e0259061 U.S. Veterans and VA Data Retrospective Cohort Study Electronic Health Records COVID-19 Disulfiram
