Search Results - "Coding"

Improving Meditron for Medical Coding Through Fine-Tuning: A Comparative Evaluation Against GPT-4.

Authors: Galland-Decker C Ursenbacher M Nunes C et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1072-1073.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Variation in diagnostic coding of cervical decompressions in the English Hospital Episodes Statistics dataset.

Authors: Wood L Hutton M Eve-Jones S et al.

Source: British journal of neurosurgery [Br J Neurosurg] 2026 Jun; Vol. 40 (3), pp. 502-508. Date of Electronic Publication: 2025 Oct 20.

Publication Type: Journal Article

Journal Info: Publisher: Taylor & Francis Country of Publication: England NLM ID: 8800054 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1360-046X (Electronic) Linking ISSN: 02688697 NLM ISO Abbreviation: Br J Neurosurg Subsets: MEDLINE

Evidence-Grounded LLM Validation of MIMIC-IV ICD Labels.

Authors: Abu Dayeh A Jabeen H Beyan O

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 994-998.

Publication Type: Journal Article; Validation Study

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Language Models for Automatic Clinical Coding in Veterinary Texts: Experimental Results.

Authors: Benzoni C Hofenbitzer J Boeker M

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1078-1079.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Assisting Traceable Coding of Unstructured Text for Secondary Use.

Authors: Thewes D Röhrig R

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1366-1367.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Association of Medicare enrollment with increased inpatient coding intensity.

Authors: Ellenbogen MI Brotman DJ

Source: The American journal of managed care [Am J Manag Care] 2026 Apr; Vol. 32 (4), pp. 230-236.

Publication Type: Journal Article

Journal Info: Publisher: Clinical Care Targeted Communications Group, LLC Country of Publication: United States NLM ID: 9613960 Publication Model: Print Cited Medium: Internet ISSN: 1936-2692 (Electronic) Linking ISSN: 10880224 NLM ISO Abbreviation: Am J Manag Care Subsets: MEDLINE

A Guide to Avoiding Common Procedural Coding Mistakes.

Authors: Elston DM; Dr. Elston is from the Department of Dermatology and Dermatologic Surgery, Medical University of South Carolina, Charleston.

Source: Cutis [Cutis] 2026 Mar; Vol. 117 (3), pp. 74-76.

Publication Type: Journal Article; Review

Journal Info: Publisher: Frontline Medical Communications Country of Publication: United States NLM ID: 0006440 Publication Model: Print Cited Medium: Internet ISSN: 2326-6929 (Electronic) Linking ISSN: 00114162 NLM ISO Abbreviation: Cutis Subsets: MEDLINE

Application of multimodal data fusion and intelligent classification in medical coding with the MCoder-T model.

Authors: Li Y Zhao J Li X et al.

Source: PloS one [PLoS One] 2026 Jan 07; Vol. 21 (1), pp. e0338807. Date of Electronic Publication: 2026 Jan 07 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Theranostics Finances and Coding of Today and a Look Forward.

Authors: Beyder D; Barnes-Jewish Hospital, BJC and Washington University, School of Medicine, St. Louis, Missouri dbeyder@gmail.com.

Source: Journal of nuclear medicine technology [J Nucl Med Technol] 2025 Dec 04; Vol. 53 (Suppl 1), pp. 144S-149S. Date of Electronic Publication: 2025 Dec 04.

Publication Type: Journal Article

Journal Info: Publisher: Society of Nuclear Medicine Country of Publication: United States NLM ID: 0430303 Publication Model: Electronic Cited Medium: Internet ISSN: 1535-5675 (Electronic) Linking ISSN: 00914916 NLM ISO Abbreviation: J Nucl Med Technol Subsets: MEDLINE

Propensity Score Matching: A Step-by-Step Guide to Coding in R and Application in Observational Research Studies.

Authors: Kendall MA Zander T Wolansky RL et al.

Source: The American surgeon [Am Surg] 2025 Nov; Vol. 91 (11), pp. 1949-1955. Date of Electronic Publication: 2025 Jun 02.

Publication Type: Journal Article; Review

Journal Info: Publisher: SAGE Publications in association with Southeastern Surgical Congress Country of Publication: United States NLM ID: 0370522 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1555-9823 (Electronic) Linking ISSN: 00031348 NLM ISO Abbreviation: Am Surg Subsets: MEDLINE

Identifying Coding Intensity in Medicare Advantage Through Switchers.

Authors: Jacobs PD Layton TJ

Source: Health services research [Health Serv Res] 2025 Oct; Vol. 60 (5), pp. e14628. Date of Electronic Publication: 2025 Apr 28.

Publication Type: Journal Article

Journal Info: Publisher: Blackwell Country of Publication: United States NLM ID: 0053006 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1475-6773 (Electronic) Linking ISSN: 00179124 NLM ISO Abbreviation: Health Serv Res Subsets: MEDLINE

Artificial Intelligence to Improve Clinical Coding Practice in Scandinavia: Crossover Randomized Controlled Trial.

Authors: Chomutare T Svenning TO Hernández MÁT et al.

Source: Journal of medical Internet research [J Med Internet Res] 2025 Jul 03; Vol. 27, pp. e71904. Date of Electronic Publication: 2025 Jul 03.

Publication Type: Journal Article; Randomized Controlled Trial

Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE

Administrative coding for alpha-1 antitrypsin deficiency including the pi*ZZ phenotype is accurate in Sweden.

Authors: Boeckmans J Ullman S Ludvigsson JF et al.

Source: Scandinavian journal of gastroenterology [Scand J Gastroenterol] 2025 Nov; Vol. 60 (11), pp. 1096-1103. Date of Electronic Publication: 2025 Aug 11.

Publication Type: Journal Article; Validation Study; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 0060105 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1502-7708 (Electronic) Linking ISSN: 00365521 NLM ISO Abbreviation: Scand J Gastroenterol Subsets: MEDLINE

Quantifying the impact of clinical coding in chronic kidney disease on risk of death and COVID-19 death.

Authors: Stewart S Kalra PA Kontopantelis E et al.

Source: PloS one [PLoS One] 2025 Oct 24; Vol. 20 (10), pp. e0333881. Date of Electronic Publication: 2025 Oct 24 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Automated ICD-10-Anchored Classification of Primary Care Text Data: Development and Evaluation of a Custom Multilabel Classifier.

Authors: Haag C Grischott T Burgstaller JM et al.

Source: JMIR medical informatics [JMIR Med Inform] 2026 Apr 06; Vol. 14, pp. e86533. Date of Electronic Publication: 2026 Apr 06.

Publication Type: Journal Article

Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-9694 (Electronic) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: MEDLINE

Implementation and Evaluation of ICD-10 Artificial Intelligence Coding Assistance System.

Authors: Kuo MC Lin YJ Lee YM et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2025 Aug 07; Vol. 329, pp. 88-92.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Improving MedDRA/J Coding Accuracy with a Fine-Tuned Text Embedding Model.

Authors: Wada S Okamoto M Sugimoto K et al.

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2025 Aug 07; Vol. 329, pp. 1812-1813.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE

Underreporting of osteoporosis: an analysis of clinical coding and the effects of a quality improvement trial.

Authors: Grealish M Olney J Seibel MJ

Source: Archives of osteoporosis [Arch Osteoporos] 2026 Jun 05; Vol. 21 (1). Date of Electronic Publication: 2026 Jun 05.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: England NLM ID: 101318988 Publication Model: Electronic Cited Medium: Internet ISSN: 1862-3514 (Electronic) NLM ISO Abbreviation: Arch Osteoporos Subsets: MEDLINE

Developing a Novel Coding System for Retrospective Chart Review of Attention-Deficit/Hyperactivity Disorder, Anxiety, and Medication Adherence in Pediatric Psychiatry.

Authors: Andrew LM Zhang I Saldana L et al.

Source: Journal of child and adolescent psychopharmacology [J Child Adolesc Psychopharmacol] 2026 Jun; Vol. 36 (5), pp. 304-309. Date of Electronic Publication: 2026 Mar 20.

Publication Type: Journal Article

Journal Info: Publisher: Mary Ann Liebert Country of Publication: United States NLM ID: 9105358 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8992 (Electronic) Linking ISSN: 10445463 NLM ISO Abbreviation: J Child Adolesc Psychopharmacol Subsets: MEDLINE

Evaluation of using the SOCcer automated occupation auto-coding algorithm to assist expert coding of job descriptions.

Authors: Josse PR Russ DE Orszag L et al.

Source: Annals of work exposures and health [Ann Work Expo Health] 2026 May 12; Vol. 70 (4).

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101698454 Publication Model: Print Cited Medium: Internet ISSN: 2398-7316 (Electronic) Linking ISSN: 23987308 NLM ISO Abbreviation: Ann Work Expo Health Subsets: MEDLINE