Search Results - "Clinical Coding"

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

Authors: Liang YL Chen CF Wu MH et al.

Source: Taiwanese journal of obstetrics & gynecology [Taiwan J Obstet Gynecol] 2025 Nov; Vol. 64 (6), pp. 978-984.

Publication Type: Journal Article; Validation Study

Journal Info: Publisher: Elsevier Country of Publication: China (Republic : 1949- ) NLM ID: 101213819 Publication Model: Print Cited Medium: Internet ISSN: 1875-6263 (Electronic) Linking ISSN: 10284559 NLM ISO Abbreviation: Taiwan J Obstet Gynecol Subsets: MEDLINE

MeSH Terms: Genital Neoplasms, Female*/diagnosis , International Classification of Diseases*/standards , Artificial Intelligence* , Clinical Coding*/methods , Clinical Coding*/standards, Humans ; Female ; Reproducibility of Results

Strategies and Challenges in Coding Ambiguous Information Using MedDRA ^® : An Exploration Among Norwegian Pharmacovigilance Officers.

Authors: Garmann T Samdal H Sartori D et al.

Source: Drug safety [Drug Saf] 2025 Nov; Vol. 48 (11), pp. 1253-1269. Date of Electronic Publication: 2025 Jul 01.

Publication Type: Journal Article

Journal Info: Publisher: Adis, Springer International Country of Publication: New Zealand NLM ID: 9002928 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1179-1942 (Electronic) Linking ISSN: 01145916 NLM ISO Abbreviation: Drug Saf Subsets: MEDLINE

MeSH Terms: Pharmacovigilance* , Adverse Drug Reaction Reporting Systems*/standards , Drug-Related Side Effects and Adverse Reactions*/epidemiology , Clinical Coding*/standards , Clinical Coding*/methods, Humans ; Norway ; Cross-Sectional Studies ; Focus Groups ; Surveys and Questionnaires ; Female ; Terminology as Topic ; Male ; Adult

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

MeSH Terms: Medicare Part C*/statistics & numerical data , Medicare Part C*/economics , Clinical Coding*/statistics & numerical data, Humans ; United States ; Aged ; Male ; Female ; Aged, 80 and over ; Medicare/statistics & numerical data ; Health Status

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; Review

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

MeSH Terms: Theranostic Nanomedicine*/economics , Clinical Coding*/economics, Humans ; United States ; Nuclear Medicine/economics

Quantifying coding integrity and reliability of ICD-11 MMS for rare disease registration: a case study of the Chinese rare disease catalogue.

Authors: Bai X Guo J Zhang M et al.

Source: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2025 Dec 03; Vol. 25 (1), pp. 440. Date of Electronic Publication: 2025 Dec 03.

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

MeSH Terms: International Classification of Diseases*/standards , Rare Diseases*/epidemiology , Rare Diseases*/classification , Clinical Coding*/standards , Registries*/standards, Humans ; China/epidemiology ; Reproducibility of Results ; East Asian People

An Update on Coding and Billing for Regional Anesthesia and Analgesia (United States).

Authors: Kim RK Ye Y Mariano ER et al.

Source: Anesthesiology clinics [Anesthesiol Clin] 2025 Dec; Vol. 43 (4), pp. 771-783. Date of Electronic Publication: 2025 Sep 17.

Publication Type: Journal Article; Review

Journal Info: Publisher: Saunders Country of Publication: United States NLM ID: 101273663 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1932-2275 (Print) Linking ISSN: 19322275 NLM ISO Abbreviation: Anesthesiol Clin Subsets: MEDLINE

MeSH Terms: Anesthesia, Conduction*/economics , Clinical Coding* , Analgesia*/economics, United States ; Humans ; Current Procedural Terminology

Billing and Coding Guidance: Device and Discharge Planning.

Authors: Gusman E Wolfe LF

Source: Sleep medicine clinics [Sleep Med Clin] 2025 Dec; Vol. 20 (4), pp. 557-565. Date of Electronic Publication: 2025 Sep 10.

Publication Type: Journal Article; Review

Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 101271531 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1556-4088 (Electronic) Linking ISSN: 1556407X NLM ISO Abbreviation: Sleep Med Clin Subsets: MEDLINE

MeSH Terms: Patient Discharge*/economics , Clinical Coding* , Ventilators, Mechanical*/economics , Noninvasive Ventilation*/economics , Noninvasive Ventilation*/instrumentation, Humans

How does the mapped ICD data in an EHR system compare to the hospital DAD data in Alberta, Canada?

Authors: Sandhu N Onos D Li B et al.

Source: BMC health services research [BMC Health Serv Res] 2025 Nov 25; Vol. 25 (1), pp. 1523. Date of Electronic Publication: 2025 Nov 25.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101088677 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6963 (Electronic) Linking ISSN: 14726963 NLM ISO Abbreviation: BMC Health Serv Res Subsets: MEDLINE

MeSH Terms: International Classification of Diseases* , Electronic Health Records*/statistics & numerical data , Clinical Coding* , Patient Discharge*/statistics & numerical data, Alberta ; Humans ; Retrospective Studies ; Databases, Factual

Why NHS hospital co-morbidity research may be wrong: how clinical coding fails to identify the impact of diabetes mellitus on cancer survival.

Authors: Zucker K McInerney C Glaser A et al.

Source: British journal of cancer [Br J Cancer] 2025 Nov; Vol. 133 (8), pp. 1137-1144. Date of Electronic Publication: 2025 Aug 09.

Publication Type: Journal Article; Observational Study

Journal Info: Publisher: Nature Publishing Group on behalf of Cancer Research UK Country of Publication: England NLM ID: 0370635 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-1827 (Electronic) Linking ISSN: 00070920 NLM ISO Abbreviation: Br J Cancer Subsets: MEDLINE

MeSH Terms: Diabetes Mellitus*/epidemiology , Diabetes Mellitus*/diagnosis , Clinical Coding*/standards , Neoplasms*/mortality , Neoplasms*/epidemiology , Prostatic Neoplasms*/mortality , Prostatic Neoplasms*/epidemiology, Humans ; Male ; Female ; Retrospective Studies ; Comorbidity ; Aged ; Middle Aged ; Breast Neoplasms/mortality ; Breast Neoplasms/epidemiology ; United Kingdom/epidemiology ; State Medicine ; Aged, 80 and over

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

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

MeSH Terms: alpha 1-Antitrypsin Deficiency*/genetics , alpha 1-Antitrypsin Deficiency*/diagnosis , alpha 1-Antitrypsin Deficiency*/classification , International Classification of Diseases* , Clinical Coding*/standards, Humans ; Sweden ; Phenotype ; Adult ; Male ; Female ; Child ; Middle Aged ; Registries ; Adolescent ; Aged ; Child, Preschool ; Young Adult ; Infant ; Liver Diseases

Verification is All You Need: Prompting Large Language Models for Zero-Shot Clinical Coding.

Authors: Li S Zheng C Wu J et al.

Source: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2025 Nov; Vol. 29 (11), pp. 8536-8549.

Publication Type: Journal Article

Journal Info: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

MeSH Terms: Natural Language Processing* , Clinical Coding*/methods, Humans ; Electronic Health Records ; International Classification of Diseases ; Deep Learning ; Large Language Models

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

MeSH Terms: Propensity Score* , Observational Studies as Topic*/methods , Clinical Coding*, Humans ; Female ; Pregnancy ; Cholecystitis/surgery ; Cholecystectomy

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

MeSH Terms: COVID-19*/mortality , COVID-19*/complications , Renal Insufficiency, Chronic*/mortality , Renal Insufficiency, Chronic*/diagnosis , Renal Insufficiency, Chronic*/complications , Clinical Coding*, Humans ; Male ; Female ; Middle Aged ; Aged ; SARS-CoV-2/isolation & purification ; Risk Factors ; England/epidemiology ; Aged, 80 and over ; Adult ; Propensity Score ; Retrospective Studies

Deep learning for automatic ICD coding: Review, opportunities and challenges.

Authors: Li X Zhang Y Hou X et al.

Source: Artificial intelligence in medicine [Artif Intell Med] 2025 Oct; Vol. 168, pp. 103187. Date of Electronic Publication: 2025 Jul 10.

Publication Type: Journal Article; Review; Systematic Review

Journal Info: Publisher: Elsevier Science Publishing Country of Publication: Netherlands NLM ID: 8915031 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2860 (Electronic) Linking ISSN: 09333657 NLM ISO Abbreviation: Artif Intell Med Subsets: MEDLINE

MeSH Terms: Deep Learning* , International Classification of Diseases* , Clinical Coding*/methods, Humans ; Electronic Health Records ; Neural Networks, Computer

Tips and Tricks on Principal Care Management Coding and Billing.

Authors: Skeehan CD Gold P Engstrom S et al.

Source: The Journal of arthroplasty [J Arthroplasty] 2025 Oct; Vol. 40 (10), pp. 2537-2539. Date of Electronic Publication: 2025 May 12.

Publication Type: Journal Article; Review

Journal Info: Publisher: Taylor and Francis Country of Publication: United States NLM ID: 8703515 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-8406 (Electronic) Linking ISSN: 08835403 NLM ISO Abbreviation: J Arthroplasty Subsets: MEDLINE

MeSH Terms: Clinical Coding* , Arthroplasty, Replacement*/economics, Humans ; United States ; Comorbidity ; Documentation

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

MeSH Terms: Artificial Intelligence* , Clinical Coding*/methods , Clinical Coding*/standards, Humans ; Cross-Over Studies ; Norway ; International Classification of Diseases ; Sweden

Deformable phrase level attention: A flexible approach for improving AI based medical coding.

Authors: Metzner C Gao S Herrmannova D et al.

Source: Artificial intelligence in medicine [Artif Intell Med] 2026 Jan; Vol. 171, pp. 103299. Date of Electronic Publication: 2025 Nov 15.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Science Publishing Country of Publication: Netherlands NLM ID: 8915031 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2860 (Electronic) Linking ISSN: 09333657 NLM ISO Abbreviation: Artif Intell Med Subsets: MEDLINE

MeSH Terms: Electronic Health Records* , Clinical Coding*/methods , Natural Language Processing* , Deep Learning* , Artificial Intelligence*, Humans ; Neoplasms/pathology ; Data Mining/methods

Analysis of Emergency Department-based Intensive Care Units on Coding and Revenue.

Authors: Sherman MH Kan VL Gibbons P et al.

Source: The western journal of emergency medicine [West J Emerg Med] 2025 Sep 27; Vol. 26 (5), pp. 1192-1201. Date of Electronic Publication: 2025 Sep 27.

Publication Type: Journal Article

Journal Info: Publisher: Department of Emergency Medicine, University of California, Irvine Country of Publication: United States NLM ID: 101476450 Publication Model: Electronic Cited Medium: Internet ISSN: 1936-9018 (Electronic) Linking ISSN: 1936900X NLM ISO Abbreviation: West J Emerg Med Subsets: MEDLINE

MeSH Terms: Emergency Service, Hospital*/economics , Emergency Service, Hospital*/organization & administration , Emergency Service, Hospital*/statistics & numerical data , Intensive Care Units*/economics , Intensive Care Units*/organization & administration , Intensive Care Units*/statistics & numerical data , Clinical Coding*/statistics & numerical data , Clinical Coding*/economics, Humans ; Retrospective Studies ; Current Procedural Terminology

Variation in completeness of coding external cause of injuries under ICD-10-CM.

Authors: Stewart CC Simon G Ahmedani BK et al.

Source: Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention [Inj Prev] 2025 Sep 23; Vol. 31 (5), pp. 412-415. Date of Electronic Publication: 2025 Sep 23.

Publication Type: Journal Article

Journal Info: Publisher: BMJ Pub. Group Country of Publication: England NLM ID: 9510056 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-5785 (Electronic) Linking ISSN: 13538047 NLM ISO Abbreviation: Inj Prev Subsets: MEDLINE

MeSH Terms: International Classification of Diseases* , Wounds and Injuries*/etiology , Wounds and Injuries*/classification , Wounds and Injuries*/epidemiology , Clinical Coding*/standards , Clinical Coding*/statistics & numerical data, Humans ; Electronic Health Records/statistics & numerical data ; Emergency Service, Hospital/statistics & numerical data ; Female ; Male

Retrieval-Augmented Generation for ICD-10 Coding in German Clinical Texts - A Technical Case Report.

Authors: Krumscheid M Blömer J Becker M

Source: Studies in health technology and informatics [Stud Health Technol Inform] 2025 Sep 03; Vol. 331, pp. 204-212.

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

MeSH Terms: International Classification of Diseases* , Natural Language Processing* , Clinical Coding*/methods , Information Storage and Retrieval*/methods , Electronic Health Records*, Germany ; Semantics ; Humans ; Vocabulary, Controlled