Concepedia

Clinical Code Assignment

Clinical Code Assignment is a systematic method for translating diagnostic, procedural, or clinical health information into standardized alphanumeric codes according to established medical classification systems, thereby enabling consistent representation, aggregation, and analysis of healthcare data.

54

Publications

2.5K

Citations

216

Authors

101

Institutions

Publications per year

2017–2026

37

Parents

Publications

54

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

Automating the Assignment of Diagnosis Codes to Patient Encounters Using Example-based and Machine Learning Techniques

Serguei Pakhomov, J. D. Buntrock, Christopher G. Chute · Journal of the American Medical Informatics Association · 2006 · 158 citations · Full text

, , +15

An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records

Ramakanth Kavuluru, Anthony Rios, Yuan Lü · Artificial Intelligence in Medicine · 2015 · 132 citations

, , +15

Towards Automated ICD Coding Using Deep Learning

Haoran Shi, Pengtao Xie, Zhiting Hu et al. · arXiv (Cornell University) · 2017 · 128 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

1–5 of 54

Authors

216

  1. DS
    Daniel S. Budnitz

    Centers for Disease Control and Prevention, United States

    2 publications · 56 citations

    2

    h-index

  2. EP
    Eric P. Xing

    Carnegie Mellon University, United States

    2 publications · 250 citations

    2

    h-index

  3. NS
    Nadine Shehab

    Centers for Disease Control and Prevention, United States

    2 publications · 56 citations

    2

    h-index

  4. LL
    Léon Luyten

    University of Antwerp, Belgium

    2 publications · 67 citations

    2

    h-index

  5. KN
    Kyle N. Campbell

    Centers for Disease Control and Prevention, United States

    2 publications · 56 citations

    2

    h-index

1–5 of 216

Institutions

101

  1. Centers for Disease Control and Prevention

    Atlanta, United States

    3 h-index

    8 publications

    224 citations

  2. Antwerp University Hospital

    Antwerp, Belgium

    2 h-index

    4 publications

    134 citations

  3. Cardiff University

    Cardiff, United Kingdom

    2 h-index

    2 publications

    56 citations

  4. Aalto University

    Espoo, Finland

    2 h-index

    5 publications

    74 citations

  5. University of Antwerp

    Antwerp, Belgium

    2 h-index

    6 publications

    201 citations

  6. Monash University

    Melbourne, Australia

    2 h-index

    2 publications

    21 citations

  7. Western Sydney University

    Richmond, Australia

    1 h-index

    2 publications

    40 citations

  8. Pfizer (United States)

    New York, United States

    1 h-index

    5 publications

    260 citations

1–8 of 101

Venues

  1. Journal of the American Medical Informatics Association

    JAMIA · 4 publications · 457 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 213 citations

    4

    h-index

  3. Journal of Biomedical Informatics

    3 publications · 133 citations

    3

    h-index

  4. PubMed

    Repository · 3 publications · 48 citations

    3

    h-index

  5. Artificial Intelligence in Medicine

    AIM · 3 publications · 165 citations

    3

    h-index

1–5