Eric Loreaux
Publications by Year
Research Areas
Machine Learning in Healthcare, Topic Modeling, Sepsis Diagnosis and Treatment, Food Security and Health in Diverse Populations, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → User-centred design for machine learning in health care: a case study from care management(2022)21 cited
- → Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing(2021)18 cited
- → Deciphering clinical abbreviations with a privacy protecting machine learning system(2022)17 cited
- → Best of both worlds: local and global explanations with human-understandable concepts(2021)14 cited
- → SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes(2023)3 cited
- → Boosting the interpretability of clinical risk scores with intervention predictions(2022)1 cited