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
