2 papers
eess.SP2024
Deep Representation Learning-Based Dynamic Trajectory Phenotyping for Acute Respiratory Failure in Medical Intensive Care Units
Alan Wu, Tilendra Choudhary, Pulakesh Upadhyaya +3
Sepsis-induced acute respiratory failure (ARF) is a serious complication with a poor prognosis. This paper presents a deep representation learningbased phenotyping method to identi…
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…