Concepedia

Temporal Risk Stratification

Temporal Risk Stratification is a methodological framework within temporal phenotyping that dynamically categorizes individuals into distinct risk tiers over time based on the evolving patterns and timing of clinical or phenotypic manifestations.

11

Publications

526

Citations

81

Authors

37

Institutions

Publications per year

2017–2026

5

Parents

Publications

11

Incorporating temporal EHR data in predictive models for risk stratification of renal function deterioration

Anima Singh, Girish N. Nadkarni, Omri Gottesman et al. · Journal of Biomedical Informatics · 2014 · 142 citations

, , +17

Temporal Risk of Nonfatal Cardiovascular Events After Chronic Obstructive Pulmonary Disease Exacerbation: A Population-based Study

Emily L. Graul, Clémentine Nordon, Kirsty Rhodes et al. · American Journal of Respiratory and Critical Care Medicine · 2023 · 81 citations · Full text

, , +16

Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task

Jenna Wiens, Eric Horvitz, John V. Guttag · DSpace@MIT (Massachusetts Institute of Technology) · 2012 · 70 citations · Full text

, , +16

Postural hypotension in elderly patients given carvedilol

Henry Krum, E. L. Conway, Jillian H. Broadbear et al. · BMJ · 1994 · 56 citations

, , +13

Diabetes mellitus is associated with a shift in the temporal risk profile of inhospital death after percutaneous coronary intervention: An analysis of 25,223 patients over 20 years

Steven P. Marso, Lee V. Giorgi, Warren L. Johnson et al. · American Heart Journal · 2003 · 48 citations

, , +16

1–5 of 11

Authors

81

  1. JV
    John V. Guttag

    Massachusetts Institute of Technology, United States

    2 publications · 212 citations

    2

    h-index

  2. BD
    Ben D. McCallister

    Mayo Clinic, United States

    1 publications · 48 citations

    1

    h-index

  3. MV
    Michael Veldeman

    RWTH Aachen University, Germany

    1 publications · 31 citations

    1

    h-index

  4. EP
    Erwin P. Böttinger

    Icahn School of Medicine at Mount Sinai, United States

    1 publications · 142 citations

    1

    h-index

  5. PL
    Paola Leporati

    Fondazione Salvatore Maugeri, Italy

    1 publications · 19 citations

    1

    h-index

1–5 of 81

Institutions

37

  1. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    4 publications

    424 citations

  2. Austin Hospital

    Melbourne, Australia

    1 h-index

    5 publications

    280 citations

  3. Odense University Hospital

    Odense, Denmark

    1 h-index

    11 publications

    176 citations

  4. Marche Polytechnic University

    Ancona, Italy

    1 h-index

    4 publications

    72 citations

  5. University of Pavia

    Pavia, Italy

    1 h-index

    2 publications

    38 citations

  6. Peking Union Medical College Hospital

    Beijing, China

    1 h-index

    1 publications

    20 citations

  7. St. Luke's-Roosevelt Hospital Center

    New York, United States

    1 h-index

    1 publications

    48 citations

  8. University of Padua

    Padua, Italy

    1 h-index

    1 publications

    25 citations

1–8 of 37

Venues

  1. IEEE Access

    1 publications · 18 citations

    1

    h-index

  2. Neurocritical Care

    1 publications · 31 citations

    1

    h-index

  3. American Journal of Respiratory and Critical Care Medicine

    AJRCCM · 1 publications · 81 citations

    1

    h-index

  4. Journal of Biomedical Informatics

    1 publications · 142 citations

    1

    h-index

  5. BMJ

    1 publications · 56 citations

    1

    h-index

1–5