Concepedia

Problem List Extraction

Problem List Extraction is a natural language processing task that identifies and structurally organizes clinical problems or diagnoses from unstructured electronic health record narratives into a standardized, patient-specific list, distinguishing it from related information extraction tasks by its focus on comprehensive, temporally aware, and clinically relevant problem identification.

36

Publications

1.4K

Citations

157

Authors

49

Institutions

Publications per year

2017–2026

6

Parents

Publications

36

Natural language processing to extract medical problems from electronic clinical documents: Performance evaluation

Peter J. Haug · Journal of Biomedical Informatics · 2005 · 203 citations

, , +16

Using natural language processing to identify problem usage of prescription opioids

David Carrell, David Cronkite, Roy E. Palmer et al. · International Journal of Medical Informatics · 2015 · 120 citations

, , +16

Automation of a problem list using natural language processing

Peter J. Haug · BMC Medical Informatics and Decision Making · 2005 · 113 citations · Full text

, , +11

Use of problem lists in letters between hospital doctors and general practitioners.

B W Lloyd, P Barnett · BMJ · 1993 · 70 citations · Full text

, , +9

Standardized problem list generation, utilizing the Mayo canonical vocabulary embedded within the Unified Medical Language System.

Peter L. Elkin, David N. Mohr, Mark S. Tuttle et al. · PubMed · 1997 · 48 citations · Full text

, , +17

1–5 of 36

Authors

157

  1. PJ
    Peter J. Haug

    University of Utah, United States

    5 publications · 426 citations

    5

    h-index

  2. CT
    Ching-Huei Tsou

    IBM (United States), United States

    3 publications · 83 citations

    3

    h-index

  3. MD
    Murthy Devarakonda

    IBM (United States), United States

    3 publications · 83 citations

    3

    h-index

  4. SH
    Steven H. Brown

    Vanderbilt University, United States

    2 publications · 60 citations

    2

    h-index

  5. WW
    Wendy W. Chapman

    University of Pittsburgh, United States

    2 publications · 51 citations

    2

    h-index

1–5 of 157

Institutions

49

  1. University of Utah

    Salt Lake City, United States

    5 h-index

    9 publications

    822 citations

  2. Brigham and Women's Hospital

    Boston, United States

    3 h-index

    7 publications

    240 citations

  3. IBM (United States)

    Armonk, United States

    3 h-index

    6 publications

    133 citations

  4. Massachusetts General Hospital

    Boston, United States

    2 h-index

    6 publications

    230 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    7 publications

    237 citations

  6. University of Utah Hospital

    Salt Lake City, United States

    2 h-index

    2 publications

    58 citations

  7. Vanderbilt University Medical Center

    Nashville, United States

    2 h-index

    8 publications

    190 citations

  8. Harvard University

    Cambridge, United States

    2 h-index

    3 publications

    118 citations

1–8 of 49

Venues

  1. PubMed

    Repository · 14 publications · 367 citations

    13

    h-index

  2. International Journal of Medical Informatics

    3 publications · 196 citations

    3

    h-index

  3. Journal of Biomedical Informatics

    3 publications · 278 citations

    3

    h-index

  4. BMC Medical Informatics and Decision Making

    4 publications · 160 citations

    3

    h-index

  5. Journal of the American Medical Informatics Association

    JAMIA · 2 publications · 56 citations

    2

    h-index

1–5