2 papers
cs.LG2025
Predictive Multimodal Modeling of Diagnoses and Treatments in EHR
Cindy Shih-Ting Huang, Clarence Boon Liang Ng, Marek Rei
While the ICD code assignment problem has been widely studied, most works have focused on post-discharge document classification. Models for early forecasting of this information c…
cs.CL2024
Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records
Mireia Hernandez Caralt, Clarence Boon Liang Ng, Marek Rei
Electronic Health Records (EHR) serve as a valuable source of patient information, offering insights into medical histories, treatments, and outcomes. Previous research has develop…