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

Pattern Analysis of Comorbidity Undercoding and Its Association with Hospital Length of Stay.

Authors: Zikos D Eappen P

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 73-77.

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

Assessing the Concordance Between LLM-Based ICD-10 Coding and a Drug Database for Antihypertensive Drug Contraindications: A Weighted Inter-Rater Agreement Study.

Authors: Adrouji S Mouazer A Lamy JB

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 539-543.

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

Drivers and effects of DRG coding abuse based on hot cheese model: a qualitative study.

Authors: Liu S Chen CC Zhao L et al.

Source: Frontiers in public health [Front Public Health] 2026 Jun 12; Vol. 14, pp. 1826650. Date of Electronic Publication: 2026 Jun 12 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health 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

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

Gaps in public health surveillance of elective surgery: a national analysis of inpatient data, COVID-19 impact, and coding validity in Germany (2006-2023).

Authors: Jacobi M Roßlenbroich S Roßlenbroich J et al.

Source: Frontiers in public health [Front Public Health] 2026 Jun 17; Vol. 14, pp. 1813408. Date of Electronic Publication: 2026 Jun 17 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health 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

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

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

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

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

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

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

Can LLMs effectively assist medical coding? Evaluating GPT performance on DRG and targeted clinical tasks.

Authors: Feng Y; Amplify Health Asia, 21 Collyer Quay, Singapore, 049320, Singapore. yeli.feng@amplifyhealth.com.

Source: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2025 Aug 19; Vol. 25 (1), pp. 312. Date of Electronic Publication: 2025 Aug 19.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak 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

Application of Artificial Intelligence in MedDRA Coding: A Practical Exploration from Clinical Data Management Perspective.

Authors: Yan C Yang R Yan H et al.

Source: Therapeutic innovation & regulatory science [Ther Innov Regul Sci] 2026 Jul; Vol. 60 (4), pp. 1059-1067. Date of Electronic Publication: 2026 Mar 21.

Publication Type: Journal Article

Journal Info: Publisher: Springer International Publishing Country of Publication: Switzerland NLM ID: 101597411 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2168-4804 (Electronic) Linking ISSN: 21684790 NLM ISO Abbreviation: Ther Innov Regul Sci Subsets: MEDLINE

Modifications to the Roter Interaction Analysis System (RIAS) coding scheme: A scoping review.

Authors: Martinez-Pereira A Badola S Mistler LA et al.

Source: Patient education and counseling [Patient Educ Couns] 2026 Jul; Vol. 148, pp. 109566. Date of Electronic Publication: 2026 Feb 27.

Publication Type: Journal Article; Scoping Review; Review

Journal Info: Publisher: Elsevier Country of Publication: Ireland NLM ID: 8406280 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-5134 (Electronic) Linking ISSN: 07383991 NLM ISO Abbreviation: Patient Educ Couns Subsets: MEDLINE

Decoding the Codes: A Comprehensive Guide to Interventional Pulmonology Current Procedural Terminology (CPT) Coding and Billing-Part 1: Compensation and Context of CPT Codes Effecting Interventional Pulmonology.

Authors: Patel NM Desai NR Cheng GZ et al.

Source: Journal of bronchology & interventional pulmonology [J Bronchology Interv Pulmonol] 2026 Jun 25; Vol. 33 (3). Date of Electronic Publication: 2026 Jun 25 (Print Publication: 2026).

Publication Type: Journal Article; Review

Journal Info: Publisher: Wolters Kluwer Health/Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 101496866 Publication Model: eCollection Cited Medium: Internet ISSN: 1948-8270 (Electronic) Linking ISSN: 19488270 NLM ISO Abbreviation: J Bronchology Interv Pulmonol Subsets: MEDLINE