{"total":24,"rows":[{"id":"2203.01515","title":"Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding","created":"2022-03-03","cited_by_count":53,"area":null},{"id":"2204.06683","title":"Revisiting Transformer-based Models for Long Document Classification","created":"2022-04-14","cited_by_count":49,"area":null},{"id":"2207.05289","title":"PLM-ICD: Automatic ICD Coding with Pretrained Language Models","created":"2022-07-12","cited_by_count":49,"area":null},{"id":"2304.10909","title":"Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study","created":"2023-04-21","cited_by_count":49,"area":null},{"id":"2210.03304","title":"Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding","created":"2022-10-07","cited_by_count":40,"area":null},{"id":"2201.02797","title":"A Unified Review of Deep Learning for Automated Medical Coding","created":"2022-01-08","cited_by_count":26,"area":null},{"id":"2307.03859","title":"MDACE: MIMIC Documents Annotated with Code Evidence","created":"2023-07-07","cited_by_count":19,"area":null},{"id":"2402.15700","title":"CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning","created":"2024-02-24","cited_by_count":18,"area":null},{"id":"2211.13813","title":"Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt","created":"2022-11-24","cited_by_count":17,"area":null},{"id":"2204.10716","title":"Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding","created":"2022-04-22","cited_by_count":13,"area":null},{"id":"2109.12026","title":"Description-based Label Attention Classifier for Explainable ICD-9 Classification","created":"2021-09-24","cited_by_count":12,"area":null},{"id":"2302.12666","title":"Modelling Temporal Document Sequences for Clinical ICD Coding","created":"2023-02-24","cited_by_count":7,"area":null},{"id":"2208.02301","title":"HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding","created":"2022-08-03","cited_by_count":6,"area":null},{"id":"2204.09600","title":"Hierarchical BERT for Medical Document Understanding","created":"2022-03-11","cited_by_count":4,"area":null},{"id":"2211.02519","title":"BERT for Long Documents: A Case Study of Automated ICD Coding","created":"2022-11-04","cited_by_count":4,"area":null},{"id":"2310.09672","title":"Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning","created":"2023-10-14","cited_by_count":4,"area":null},{"id":"2208.07444","title":"Entity Anchored ICD Coding","created":"2022-08-15","cited_by_count":3,"area":null},{"id":"2410.12856","title":"Optimized Biomedical Question-Answering Services with LLM and Multi-BERT Integration","created":"2024-10-11","cited_by_count":2,"area":null},{"id":"2312.13533","title":"Automated Clinical Coding for Outpatient Departments","created":"2023-12-21","cited_by_count":1,"area":null},{"id":"2502.21263","title":"RuCCoD: Towards Automated ICD Coding in Russian","created":"2025-02-28","cited_by_count":1,"area":null},{"id":"2205.10088","title":"Semi-self-supervised Automated ICD Coding","created":"2022-05-20","cited_by_count":0,"area":null},{"id":"2301.11608","title":"A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks","created":"2023-01-27","cited_by_count":0,"area":null},{"id":"2502.14916","title":"MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs","created":"2025-02-19","cited_by_count":0,"area":null},{"id":"2509.18846","title":"Model selection meets clinical semantics: Optimizing ICD-10-CM prediction via LLM-as-Judge evaluation, redundancy-aware sampling, and section-aware fine-tuning","created":"2025-09-23","cited_by_count":0,"area":null}],"next_cursor":null}