medical coding

Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025 Code Like Humans: A Multi-Agent Solution for Medical Coding EMNLP 2025 Less is More: Explainable and Efficient ICD Code Prediction with Clinical Entities ACL 2025 MedCodER: A Generative AI Assistant for Medical Coding NAACL 2025 RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025 Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025 Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings EACL 2024 An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records EMNLP 2024 Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024 Bridging the Code Gap: A Joint Learning Framework across Medical Coding Systems COLING 2024 CoRelation: Boosting Automatic ICD Coding through Contextualized Code Relation Learning COLING 2024 Low Resource ICD Coding of Hospital Discharge Summaries ACL 2024 Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation NAACL 2024 A Two-Stage Decoder for Efficient ICD Coding ACL 2023 Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System ACL 2023 Intriguing Effect of the Correlation Prior on ICD-9 Code Assignment ACL 2023 MDACE: MIMIC Documents Annotated with Code Evidence ACL 2023 AnEMIC: A Framework for Benchmarking ICD Coding Models EMNLP 2022 Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction COLING 2022 Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022 Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding ACL 2022 Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding EMNLP 2022 Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning NAACL 2022 Description-based Label Attention Classifier for Explainable ICD-9 Classification EMNLP 2021 Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes ACL 2020