2 papers
cs.AI2026
Hierarchical Modeling of ICD Codes in EHR Foundation Models
Megha Thukral, Dong Gyun Kang, Rudra Pratap Singh +3
Electronic health record foundation models typically treat ICD diagnosis codes as flat tokens, overlooking the clinically meaningful hierarchical structure that captures disease fa…
cs.LG2024
CAST: Cluster-Aware Self-Training for Tabular Data via Reliable Confidence
Minwook Kim, Juseong Kim, Ki Beom Kim +1
Tabular data is one of the most widely used data modalities, encompassing numerous datasets with substantial amounts of unlabeled data. Despite this prevalence, there is a notable…