Peter Schulam

Practical guidance on artificial intelligence for health-care data

Marzyeh Ghassemi, Tristan Naumann, Peter Schulam et al. · The Lancet Digital Health · 2019 · 149 citations · Full text

Computing, Biomedical Informatics, Health Informatics +13

Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery

Peter Schulam, Fredrick M. Wigley, Suchi Saria · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 96 citations · Full text

Medicine, Biostatistics, Health Informatics +16

Reliable Decision Support using Counterfactual Models

Peter Schulam, Suchi Saria · arXiv (Cornell University) · 2017 · 94 citations · Full text

Computing, Computer Science, Decision Sciences +16

Preventing Failures Due to Dataset Shift: Learning Predictive Models\n That Transport

Adarsh Subbaswamy, Peter Schulam, Suchi Saria · arXiv (Cornell University) · 2018 · 80 citations · Full text

Computing, Computer Science, Surgery +14

A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure

Peter Schulam, Suchi Saria · arXiv (Cornell University) · 2016 · 72 citations · Full text

Computing, Data Science, Health Data Science +16