Search Results - "ICD coding"

GoM-ICD: Automatic ICD Coding with Gap Schemes and Mixture of Experts

Authors: Yifan Wu Weiyan Qiu Min Zeng et al.

Source: Big Data Mining and Analytics. 8:1211-1224

Assessing the Comorbidity Cycle Between Psoriasis and Addiction Based on ICD Coding in the Stockholm Psoriasis Cohort

Authors: Wecker, H Svedbom, A Orrego, FS et al.

Source: ACTA DERMATO-VENEREOLOGICA. 105

Access URL: http://kipublications.ki.se/Default.aspx?queryparsed=id:161399080

Deep Learning based Automatic ICD Coding for Nursing Surveillance of Abdominal Surgery Patients

Authors: Dong-Hyeon Kim Dae-Ho Kim Se-Young Kim et al.

Source: Journal of the Korea Society of Computer and Information. 30:21-30

HiRes: Hierarchical Feature Optimization and Rescorer for Automatic ICD Coding

Authors: Zhenpeng Liang Hongjiao Guan Wenpeng Lu et al.

Source: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :1-5

A General Knowledge Injection Framework for ICD Coding

Authors: Zhang, Xu Zhang, Kun Ma, Wenxin et al.

Source: Findings of the Association for Computational Linguistics: ACL 2025. :7180-7189

Subject Terms: FOS: Computer and information sciences, Computer Science - Computation and Language, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Computation and Language (cs.CL)

Access URL: http://arxiv.org/abs/2505.18708

Large Language Model in Medical Informatics: Direct Classification and Enhanced Text Representations for Automatic ICD Coding: Direct Classification and Enhanced Text Representations for Automatic ICD Coding

Authors: Boukhers, Zeyd Khan, Ameer Ali Ramadan, Qusai et al.

Source: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). :3066-3069

Subject Terms: Large Language Model, FOS: Computer and information sciences, Computer Science - Machine Learning, Clinical Text Analysis, LLAMA architecture, MultiResCNN, ICD Code Classification, Information Retrieval (cs.IR), Computer Science - Information Retrieval, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2411.06823

The Anatomy of Evidence: An Investigation Into Explainable ICD Coding

Authors: Beckh, Katharina Studeny, Elisa Gannamaneni, Sujan Sai et al.

Source: Findings of the Association for Computational Linguistics: ACL 2025. :16840-16851

Subject Terms: Machine Learning, FOS: Computer and information sciences, Computation and Language, Computation and Language (cs.CL), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2507.01802

Explainable ICD Coding via Entity Linking

Authors: Barreiros, Leonor Coutinho, Isabel Correia, Gonçalo M. et al.

Source: Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health). :219-227

Subject Terms: FOS: Computer and information sciences, Computer Science - Computation and Language, Computation and Language (cs.CL)

Access URL: http://arxiv.org/abs/2503.20508

Automatic ICD coding using LLMs: a systematic review

Authors: Adi Gershon Shelly Soffer Girish N Nadkarni et al.

Fine-tuning Llama-2-13B with AI-generated medical diagnoses: A novel strategy for optimizing ICD coding in gynecologic oncology

Authors: Yu-Ling Liang Chiu-Fan Chen Meng-Hsing Wu et al.

Source: Taiwanese Journal of Obstetrics & Gynecology, Vol 64, Iss 6, Pp 978-984 (2025)

Subject Terms: LLM, Llama-2-13B, Fine-tuning, ICD10, Gynecologic oncology, Gynecology and obstetrics, RG1-991

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1028455925002426; https://doaj.org/toc/1028-4559

Access URL: https://doaj.org/article/dfc86c2990594c5092e2eb7f848a4ce9

One Third of Alcohol Use Disorder Diagnoses are Missed by ICD Coding

Authors: Laura Mercurio Augusto Garcia Stephanie Ruest et al.

Source: Substance Use & Addiction Journal. 46:328-336

Subject Terms: Male, Adult, Diagnostic and Statistical Manual of Mental Disorders, Alcoholism, 03 medical and health sciences, 0302 clinical medicine, Missed Diagnosis, International Classification of Diseases, Humans, Female, Middle Aged, 0305 other medical science, Alcohol-Related Disorders

Access URL: https://pubmed.ncbi.nlm.nih.gov/39511779

Deep Learning on Automatic ICD Coding for Clinical Decision Support Systems: Review

Authors: Azzamuddien Hanifa Adhistya Erna Permanasari Indriana Hidayah

Source: 2024 5th International Conference on Biomedical Engineering (IBIOMED). :116-121

The application of quality control circle in improving the accuracy of ICD coding on medical records

Authors: Wenjing Ou Peiyan Chang Jinghua Zhou et al.

Source: BMC Health Serv Res
BMC Health Services Research, Vol 25, Iss 1, Pp 1-13 (2025)

Subject Terms: Quality control circle, ICD- 10, Research, Public aspects of medicine, RA1-1270, Coding error rate

Access URL: https://doaj.org/article/34d2207c32a7464f971f4667a6bcce91

ICDXML: enhancing ICD coding with probabilistic label trees and dynamic semantic representations

Authors: Zeqiang Wang Yuqi Wang Haiyang Zhang et al.

Source: Sci Rep
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)

Subject Terms: 0301 basic medicine, ICD coding, 0303 health sciences, Databases, Factual, Natural language processing, Few-shot learning, Science, Medical knowledge representation, Article, Semantics, 03 medical and health sciences, International Classification of Diseases, Extreme multi-label classification, Medicine, Humans, Neural Networks, Computer, Algorithms, Natural Language Processing

Access URL: https://pubmed.ncbi.nlm.nih.gov/39112791
https://doaj.org/article/18377574a07448bb975a3ac975b1328e

Improving ICD Coding in the Emergency Department: Factors Related to Use of 'Unspecified' Codes for Head and Brain Injury

Authors: Tracy Wharton Emily Hunt Costello Alexis Peterson et al.

Source: Journal of Public Health Management & Practice. 31:107-115

Access URL: https://pubmed.ncbi.nlm.nih.gov/39321358

Automated ICD Coding via Contrastive Learning With Back-Reference and Synonym Knowledge for Smart Self-Diagnosis Applications

Authors: Zhizhuo Zhao Wenpeng Lu Xueping Peng et al.

Source: IEEE Transactions on Consumer Electronics. 70:6042-6053

GPT-Enhanced Hierarchical Deep Learning Model for Automated ICD Coding

Authors: Joshua Carberry Haiping Xu

Source: Advances in Science, Technology and Engineering Systems Journal. 9:21-34

MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs

Authors: You, Xinxin Liu, Xien Yang, Xue et al.

Index Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2502.14916

ICD Coding an 3D Target Volume Definitions for Benign Diseases: An International Delphi Consensus Process

Authors: H.M.M.H. Seegenschmiedt D.R. Steike T. Weissmann et al.

Source: International Journal of Radiation Oncology*Biology*Physics. 123:e688-e689

Evaluation and LLM-Guided Learning of ICD Coding Rationales

Authors: Li, Mingyang Schlegel, Viktor Mu, Tingting et al.

Subject Terms: FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence

Access URL: http://arxiv.org/abs/2508.16777