conftrace_

clinical coding

9 papers

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Co-occurring keywords · papers mentioning both

hierarchical classification (3) large language model (2) transformer model (2) electronic health record (2) explainable ai (2) natural language processing (2) discharge summary (1) neural network (1) code verification (1) icd-10 code (1)

Papers

Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025 Explainable ICD Coding via Entity Linking NAACL 2025 Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation EMNLP 2025 Zero-Shot ATC Coding with Large Language Models for Clinical Assessments NAACL 2025 Applications of BERT Models Towards Automation of Clinical Coding in Icelandic NAACL 2024 DRGCoder: Explainable Clinical Coding for the Early Prediction of Diagnostic-Related Groups EMNLP 2023 Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish EMNLP 2022 Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset ACL 2020 Distributed Knowledge Based Clinical Auto-Coding System ACL 2019