2 papers
cs.AI2026
Learning a Continuous Sepsis Severity Score Without Hour-by-Hour Supervision: A Two-Site Retrospective Study
Kevin Zhu, Ryan Zhang, Baraa Abed +18
Currently used sepsis severity indices rely on fixed variables and weights established decades ago, which are coarsely discretized and calibrated to a cohort that no longer reflect…
cs.LG2023
Improving Clinical Decision Support through Interpretable Machine Learning and Error Handling in Electronic Health Records
Mehak Arora, Hassan Mortagy, Nathan Dwarshuis +5
The objective of this work is to develop an Electronic Medical Record (EMR) data processing tool that confers clinical context to Machine Learning (ML) algorithms for error handlin…