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☆ Representation learning on longitudinal health trajectories using LLMs for disease risk assessment

Moshir Harsh, Asif Khan, Duncan Forster, Daniel Ritter, Chunlei Zheng, Sophie Sharum, Artem Gazizov, Debora S. Marks, Nathanael R. Fillmore, Chris Sander

Harvard Medical School, Boston, MA, USA.
VA Boston Healthcare System, Boston, MA, USA.
Department of Computer Science, Cornell University, NY, USA.
Boston University School of Medicine, Boston, MA, USA.
Broad Institute of MIT and Harvard, Boston, MA, USA.
CEDAR Center, Knight Cancer Institute, OHSU, Portland, OR, USA.
DF/HCC Cancer Center, Boston, MA, USA.
Ludwig Center at Harvard, Boston, MA, USA.
Max Planck Institute of Molecular Physiology, Dortmund, Germany