1 citations · 2 across the 7 of their papers we have counts for
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Generating Drug Repurposing Hypotheses through the Combination of Disease-Specific Hypergraphs
Ayush Jain, Marie Laure-Charpignon, Irene Y. Chen +2
The drug development pipeline for a new compound can last 10-20 years and cost over 10 billion. Drug repurposing offers a more time- and cost-effective alternative. Computational a…
Large-Scale Study of Temporal Shift in Health Insurance Claims
Christina X Ji, Ahmed M Alaa, David Sontag
Most machine learning models for predicting clinical outcomes are developed using historical data. Yet, even if these models are deployed in the near future, dataset shift over tim…
Conformalized Unconditional Quantile Regression
Ahmed M. Alaa, Zeshan Hussain, David Sontag
We develop a predictive inference procedure that combines conformal prediction (CP) with unconditional quantile regression (QR) -- a commonly used tool in econometrics that involve…