Concepedia

Automated Code Assignment

Automated Code Assignment is a computational method in electronic health record coding that systematically identifies and applies standardized clinical codes to patient data without manual intervention, distinguishing it from traditional coding approaches by relying on algorithmic processing of textual or structured input.

42

Publications

1.8K

Citations

158

Authors

78

Institutions

Publications per year

2017–2026

28

Parents

Publications

42

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

CRISPRmap: an automated classification of repeat conservation in prokaryotic adaptive immune systems

Sita J. Lange, Omer S. Alkhnbashi, Dominic Rose et al. · Nucleic Acids Research · 2013 · 145 citations · Full text

, , +11

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

1–5 of 42

Authors

158

  1. MD
    Mónica Duarte Oliveira

    University of Lisbon, Portugal

    2 publications · 51 citations

    2

    h-index

  2. HM
    Henrique Martins

    University of Lisbon, Portugal

    2 publications · 51 citations

    2

    h-index

  3. CY
    Chenwei Yan

    Beijing University of Posts and Telecommunications, China

    2 publications · 72 citations

    2

    h-index

  4. XF
    Xiangling Fu

    Beijing University of Posts and Telecommunications, China

    2 publications · 72 citations

    2

    h-index

  5. FJ
    Filipe Janela

    Siemens (Portugal), Portugal

    2 publications · 51 citations

    2

    h-index

1–5 of 158

Institutions

78

  1. Tsinghua University

    Beijing, China

    3 h-index

    5 publications

    271 citations

  2. Hospital Prof. Dr. Fernando Fonseca

    Amadora, Portugal

    2 h-index

    2 publications

    51 citations

  3. Beijing University of Posts and Telecommunications

    Beijing, China

    2 h-index

    6 publications

    238 citations

  4. Columbia University

    New York, United States

    2 h-index

    8 publications

    1.2K citations

  5. Siemens (Portugal)

    Amadora, Portugal

    2 h-index

    3 publications

    88 citations

  6. Aalto University

    Espoo, Finland

    2 h-index

    5 publications

    74 citations

  7. Georgia Institute of Technology

    Atlanta, United States

    1 h-index

    3 publications

    372 citations

  8. Children's Hospital of Philadelphia

    Philadelphia, United States

    1 h-index

    1 publications

    94 citations

1–8 of 78

Venues

  1. Journal of the American Medical Informatics Association

    JAMIA · 4 publications · 478 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 53 citations

    3

    h-index

  3. Journal of Biomedical Informatics

    2 publications · 82 citations

    2

    h-index

  4. BMC Medical Informatics and Decision Making

    2 publications · 75 citations

    2

    h-index

  5. Studies in health technology and informatics

    Book series · 2 publications · 36 citations

    2

    h-index

1–5