Concepedia

Medical Code Assignment

Medical Code Assignment is a systematic method in health informatics that involves the process of linking clinical documentation to standardized codes using established classification systems such as ICD or CPT for the purpose of accurate data representation, billing, and healthcare analysis.

43

Publications

1.6K

Citations

172

Authors

75

Institutions

Publications per year

2017–2026

24

Parents

Publications

43

Diagnosis code assignment: models and evaluation metrics

Rimma Pivovarov, Karthik Natarajan, Nicole G. Weiskopf et al. · Journal of the American Medical Informatics Association · 2013 · 248 citations · Full text

, , +17

The Risk and Consequences of Clinical Miscoding Due to Inadequate Medical Documentation: A Case Study of the Impact on Health Services Funding

Ping Cheng, Annette Gilchrist, Kerin Robinson et al. · Health Information Management Journal · 2009 · 125 citations

, , +17

An empirical evaluation of deep learning for ICD-9 code assignment using MIMIC-III clinical notes

Jinmiao Huang, César García‐Osorio, Luke Sy · Computer Methods and Programs in Biomedicine · 2019 · 124 citations · Full text

, , +17

Automatic code assignment to medical text

Koby Crammer, Mark Dredze, Kuzman Ganchev et al. · 2007 · 94 citations · Full text

, , +16

An Assessment of the Validity of ICD Code 410 to Identify Hospital Admissions for Myocardial infarction: The Corpus Christi Heart Project

Manel Pladevall, David C. Goff, Milton Z. Nichaman et al. · International Journal of Epidemiology · 1996 · 77 citations · Full text

, , +12

1–5 of 43

Authors

172

  1. JB
    Jinbo Bi

    University of Connecticut, United States

    1 publications · 47 citations

    1

    h-index

  2. JW
    Jian Wang

    Dalian University of Technology, China

    1 publications · 24 citations

    1

    h-index

  3. LL
    Lei Li

    Georgia State University, United States

    1 publications · 22 citations

    1

    h-index

  4. JG
    Julien Gobeill

    SIB Swiss Institute of Bioinformatics, Switzerland

    1 publications · 20 citations

    1

    h-index

  5. SJ
    Shaoxiong Ji

    Aalto University, Finland

    1 publications · 12 citations

    1

    h-index

1–5 of 172

Institutions

75

  1. Centers for Disease Control and Prevention

    Atlanta, United States

    2 h-index

    4 publications

    48 citations

  2. The University of Texas Health Science Center at Houston

    Houston, United States

    2 h-index

    7 publications

    539 citations

  3. Aalto University

    Espoo, Finland

    2 h-index

    5 publications

    74 citations

  4. University of Pittsburgh

    Pittsburgh, United States

    2 h-index

    3 publications

    66 citations

  5. University of Pennsylvania

    Philadelphia, United States

    1 h-index

    4 publications

    376 citations

  6. Israel Ministry of Health

    Jerusalem, Israel

    1 h-index

    2 publications

    34 citations

  7. Ministry of Defense

    Beersheba, Israel

    1 h-index

    1 publications

    17 citations

  8. Siemens (Germany)

    Munich, Germany

    1 h-index

    1 publications

    47 citations

1–8 of 75

Venues

  1. PubMed

    Repository · 6 publications · 104 citations

    6

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 88 citations

    3

    h-index

  3. Journal of the American Medical Informatics Association

    JAMIA · 2 publications · 275 citations

    2

    h-index

  4. Health Information Management Journal

    HIMJ · 2 publications · 146 citations

    2

    h-index

  5. American Journal of Health-System Pharmacy

    AJHP · 1 publications · 10 citations

    1

    h-index

1–5