Concepedia

Mortality Prediction

Mortality Prediction is a predictive health modeling task that specifically involves the estimation of the likelihood of patient death within a defined timeframe using electronic health record data and analytical algorithms.

3.4K

Publications

197.3K

Citations

25.7K

Authors

4.7K

Institutions

Publications per year

2017–2026

2.2K

Parents

Publications

3.4K

Coding Algorithms for Defining Comorbidities in ICD-9-CM and ICD-10 Administrative Data

Hude Quan, Vijaya Sundararajan, Patricia Halfon et al. · Medical Care · 2005 · 10.6K citations

, , +16

Forecasting life expectancy, years of life lost, and all-cause and cause-specific mortality for 250 causes of death: reference and alternative scenarios for 2016–40 for 195 countries and territories

Kyle J Foreman, Neal Marquez, Andrew J. Dolgert et al. · The Lancet · 2018 · 3K citations · Full text

, , +16

Random survival forests

The Annals of Applied Statistics · 2008 · 2.4K citations · Full text

, , +17

Acute Physiology and Chronic Health Evaluation (APACHE) IV: Hospital mortality assessment for today’s critically ill patients*

Jack E. Zimmerman, Andrew A. Kramer, Douglas McNair et al. · Critical Care Medicine · 2006 · 1.8K citations

, , +14

RANDOM SURVIVAL FORESTS

2008 · 1.3K citations

, , +17

1–5 of 3.4K

Authors

25.7K

  1. AA
    Ameen Abu–Hanna

    University of Amsterdam, Netherlands

    15 publications · 588 citations

    14

    h-index

  2. EW
    Ewout W. Steyerberg

    Erasmus MC, Netherlands

    12 publications · 1.3K citations

    12

    h-index

  3. LA
    Leo Anthony Celi

    Beth Israel Deaconess Medical Center, United States

    9 publications · 586 citations

    10

    h-index

  4. JC
    Jacob C. Jentzer

    Mayo Clinic, United States

    9 publications · 681 citations

    10

    h-index

  5. RD
    Ritankar Das

    Dascena (United States), United States

    9 publications · 452 citations

    9

    h-index

1–5 of 25.7K

Institutions

4.7K

  1. Harvard University

    Cambridge, United States

    51 h-index

    351 publications

    27.2K citations

  2. Brigham and Women's Hospital

    Boston, United States

    36 h-index

    161 publications

    18.3K citations

  3. University of California, San Francisco

    San Francisco, United States

    36 h-index

    164 publications

    14.1K citations

  4. Massachusetts General Hospital

    Boston, United States

    34 h-index

    212 publications

    23.9K citations

  5. Stanford University

    Stanford, United States

    33 h-index

    138 publications

    6.8K citations

  6. Johns Hopkins University

    Baltimore, United States

    32 h-index

    165 publications

    10.7K citations

  7. Duke University

    Durham, United States

    28 h-index

    82 publications

    7.9K citations

  8. University of Toronto

    Toronto, Canada

    27 h-index

    134 publications

    10.4K citations

1–8 of 4.7K

Venues

  1. Critical Care Medicine

    67 publications · 9K citations

    44

    h-index

  2. PLoS ONE

    117 publications · 5.6K citations

    42

    h-index

  3. Scientific Reports

    98 publications · 4.5K citations

    40

    h-index

  4. PubMed

    Repository · 91 publications · 3.4K citations

    32

    h-index

  5. Critical Care

    CC · 32 publications · 2.4K citations

    28

    h-index

1–5