Concepedia

Predictive Mortality Modeling

Predictive Mortality Modeling is a computational or statistical framework that quantitatively estimates the probability of mortality for individuals or populations over a specified time horizon by analyzing demographic, clinical, and behavioral risk factors.

366

Publications

25.1K

Citations

1.9K

Authors

862

Institutions

Publications per year

2017–2026

204

Parents

Publications

366

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

Assessing the calibration of mortality benchmarks in critical care: The Hosmer-Lemeshow test revisited*

Andrew A. Kramer, Jack E. Zimmerman · Critical Care Medicine · 2007 · 918 citations

, , +16

Bootstrap Methods for Developing Predictive Models

Peter C. Austin, Jack V. Tu · The American Statistician · 2004 · 620 citations

, , +16

1–5 of 366

Authors

1.9K

  1. PC
    Peter C. Austin

    University of Toronto, Canada

    6 publications · 1.4K citations

    6

    h-index

  2. AM
    Alessandro Menotti

    Istituto Superiore di Sanità, Italy

    5 publications · 114 citations

    5

    h-index

  3. MK
    Marwa Khalaf-Allah

    Heriot-Watt University, United Kingdom

    4 publications · 530 citations

    4

    h-index

  4. KD
    Kevin Dowd

    University of Nottingham, United Kingdom

    4 publications · 530 citations

    4

    h-index

  5. GC
    Guy Coughlan

    JPMorgan Chase & Co (United States), United States

    4 publications · 530 citations

    4

    h-index

1–5 of 1.9K

Institutions

862

  1. Stanford University

    Stanford, United States

    13 h-index

    22 publications

    1.3K citations

  2. Harvard University

    Cambridge, United States

    12 h-index

    26 publications

    1.9K citations

  3. University of Toronto

    Toronto, Canada

    11 h-index

    24 publications

    3.3K citations

  4. University of California, San Francisco

    San Francisco, United States

    11 h-index

    28 publications

    1.6K citations

  5. Institute for Clinical Evaluative Sciences

    Toronto, Canada

    8 h-index

    18 publications

    3.8K citations

  6. Monash University

    Melbourne, Australia

    6 h-index

    12 publications

    1.2K citations

  7. Icahn School of Medicine at Mount Sinai

    New York, United States

    6 h-index

    27 publications

    2.9K citations

  8. University of Washington

    Seattle, United States

    6 h-index

    29 publications

    2.2K citations

1–8 of 862

Venues

  1. Insurance Mathematics and Economics

    17 publications · 1.2K citations

    14

    h-index

  2. Scientific Reports

    13 publications · 370 citations

    13

    h-index

  3. PLoS ONE

    12 publications · 589 citations

    12

    h-index

  4. medRxiv

    Repository · 7 publications · 225 citations

    7

    h-index

  5. BMJ Open

    6 publications · 265 citations

    6

    h-index

1–5