Eric Loreaux

User-centred design for machine learning in health care: a case study from care management

Martin Seneviratne, Ron Li, Meredith Schreier et al. · BMJ Health & Care Informatics · 2022 · 21 citations · Full text

Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing

Subhrajit Roy, Diana Mincu, Eric Loreaux et al. · Journal of the American Medical Informatics Association · 2021 · 17 citations · Full text

Deciphering clinical abbreviations with a privacy protecting machine learning system

Alvin Rajkomar, Eric Loreaux, Yuchen Liu et al. · Nature Communications · 2022 · 17 citations · Full text

Best of both worlds: local and global explanations with human-understandable concepts

Jessica Schrouff, Sebastien Baur, Shaobo Hou et al. · arXiv (Cornell University) · 2021 · 14 citations · Full text