RU

Collaborator

Renato Umeton

Dana-Farber Cancer Institute / Harvard T.H. Chan School of Public Health / Massachusetts Institute of Technology / Weill Cornell Medicine

1 shared works · collaborating since 2023

Shared publications

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