2 papers
cs.CL2024
A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference
Bin Zhang, Junli Wang
ICD(International Classification of Diseases) coding involves assigning ICD codes to patients visit based on their medical notes. Considering ICD coding as a multi-label text class…
cs.CL2024
A Novel ICD Coding Method Based on Associated and Hierarchical Code Description Distillation
Bin Zhang, Junli Wang
ICD(International Classification of Diseases) coding involves assigning ICD codes to patients visit based on their medical notes. ICD coding is a challenging multilabel text classi…