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
2019 The Veterans Precision Oncology Data Commons: Transforming VA data into a national resource for research in precision oncology. Nhan Do, Robert Grossman, Theodore Feldman, Nathanael Fillmore, Danne Elbers, David Tuck, Rupali Dhond, Luis Selva, Frank Meng, Michael Fitzsimons, Samuel Ajjarapu, Siamack Ayandeh, Robert Hall, Stephanie Do, Mary Brophy Seminars in Oncology46(4-5), 314-320 U.S. Veterans and VA Data Electronic Health Records Precision Oncology Data Sharing Platform Clinical Informatics
