253 citations · 474 across the 9 of their papers we have counts for
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stat.ML2016★ 3 cited
Disease Trajectory Maps
Peter Schulam, Raman Arora
Medical researchers are coming to appreciate that many diseases are in fact complex, heterogeneous syndromes composed of subpopulations that express different variants of a related…
stat.ML2016★ 68 cited
A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure
Peter Schulam, Suchi Saria
For many complex diseases, there is a wide variety of ways in which an individual can manifest the disease. The challenge of personalized medicine is to develop tools that can accu…