Automated Medical Coding

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3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Closing Ambient Clinical Documentation Gaps with Automated Provider Queries

    Oct 5, 2026Joseph Paul Cohen, Raj Shah, Han-Chin Shing +4Medical Report GenerationAutomated Medical Coding

    Amazon

  2. Decomposing Error and Style in Automated Clinical Coding

    Sep 21, 2026Han-Chin Shing, Jack Moriarty, Ryan Ware +6Annotator DisagreementAutomated Medical Coding

    Amazon

  3. LearnActCoder: Role-Aware Error Memory for Adaptive Clinical Coding Agents

    Sep 17, 2026Meysam Ghaffari, Bhaskar Sen, Nasim Sabetpour +3Adaptive InferenceAutomated Medical Coding

    Optum AI · Harvard University

  4. SNOMED CT Concept Recommendation from Masked Clinical Context

    Sep 15, 2026Ali NooriAutomated Medical CodingClinical Information Extraction

    Informatics and Analytics, University of North Carolina Greensboro Greensboro, North Carolina, USA

  5. CoLa-ICD: A Knowledge-Enhanced Framework for Long-Tail Automated Medical Coding

    Aug 31, 2026Yihang Cheng, Veronica Liesaputra, Andrew TrotmanLong-Tailed ClassificationMulti-Label Classification

    University of Otago · Dunedin, New Zealand

  6. Deep Label-Wise Attentive Temporal Convolutional Networks Improve Medical Coding

    Jul 27, 2026Muhammed Yavuz Nuzumlalı, Alexander Fabbri, Irene Li +1Multi-Label ClassificationAutomated Medical Coding

    Yale University

  7. OntoBook: Ontology-Grounded Synthetic Textbooks for Medical Encoder Pretraining

    Jul 21, 2026Rian Touchent, Éric de la ClergerieLanguage Model PretrainingAutomated Medical Coding

    ALMAnaCH · Inria, Sorbonne Université · rue Barrault 75013 Paris, 21 rue de l’école de médecine 75006 Paris

  8. Graph-Constrained Policy Learning for Extreme Clinical Code Prediction

    Jul 11, 2026Amritpal Singh, Sebastian Torres, Khawar Shakeel +1Hierarchical ClassificationConstrained Decoding

    Division of Computer Science, Mathematics and Science St. John’s University, New York, NY, USA

  9. Managing Map Cardinality in Automatic Disease Classification Mapping: Balancing Precision, Recall and Coverage

    Jun 29, 2026Santosh Purja Pun, Oliver Obst, Jim Basilakis +1Automated Medical Coding

    Western Sydney University Parramatta, NSW, Australia · UNSW Sydney, NSW, Australia

  10. Primary ICD Category Prediction using LLM-based Probing

    Jun 27, 2026Chengyuan Liu, Xinyue Zhang, Yao Li +1Automated Medical CodingLinear Probing

    Department of Statistics, Pennsylvania State University, PA, USA · Department of Biostatistics, University of North Carolina at Chapel Hill, NC, USA · Department of Statistics and Operations Research, University of North Carolina at Chapel Hill, NC, USA

  11. Can Post-Training Turn LLMs into Good Medical Coders? An Empirical Study of Generative ICD Coding

    Jun 11, 2026Ziqing Wang, Weihao Li, Shijie Chen +2Supervised Fine-TuningAutomated Medical Coding

    Northwestern University

  12. Systematic Evaluation of the Quality of Synthetic Clinical Notes Rephrased by LLMs at Million-Note Scale

    May 18, 2026Jinghui Liu, Sarvesh Soni, Anthony NguyenSynthetic Data AugmentationAutomated Medical Coding

    Australian e-Health Research Centre, CSIRO, Australia · National Library of Medicine, National Institutes of Health, USA

  13. Bridging the Version Gap: Multi-version Training Improves ICD Code Prediction, Especially for Rare Codes

    May 18, 2026Jinghui Liu, Anthony NguyenAutomated Medical CodingHealthcare

    Australian e-Health Research Centre, CSIRO

  14. ShifaMind: A Multiplicative Concept Bottleneck for Interpretable ICD-10 Coding

    May 8, 2026Mohammed Sameer Syed, Xuan LuAutomated Medical CodingConcept Bottleneck Models

    College of Information Science, University of Arizona, Tucson, AZ 85721