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medical code prediction

11 papers

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multi-label classification (6) attention mechanism (5) convolutional neural network (3) extreme multi-label classification (2) clinical note (2) explainable ai (2) squeeze-and-excitation network (1) document sequence (1) disease coding (1) medical codes prediction (1)

Papers

CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction ACL 2026 Modelling Temporal Document Sequences for Clinical ICD Coding EACL 2023 An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups NAACL 2022 A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ACL 2022 Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? EMNLP 2022 Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish EMNLP 2022 Effective Convolutional Attention Network for Multi-label Clinical Document Classification EMNLP 2021 Modeling Diagnostic Label Correlation for Automatic ICD Coding NAACL 2021 Parameter Selection: Why We Should Pay More Attention to It ACL 2021 Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines MLHC 2021 Explainable Prediction of Medical Codes from Clinical Text NAACL 2018