Concepedia

Time-to-event Trees

Time-To-Event Trees is a decision tree framework designed for survival analysis that extends traditional decision trees by incorporating time-to-event outcomes and handling censored data through specialized splitting criteria and terminal node estimation.

46

Publications

2.5K

Citations

126

Authors

91

Institutions

Publications per year

2017–2026

18

Parents

Publications

46

Survival plots of time-to-event outcomes in clinical trials: good practice and pitfalls

Stuart Pocock, Tim Clayton, Douglas G. Altman · The Lancet · 2002 · 514 citations

, , +12

Constructing event trees for volcanic crises

Christopher G. Newhall, Richard P. Hoblitt · Bulletin of Volcanology · 2001 · 359 citations

, , +14

Quantitative risk evaluation based on event tree analysis technique: Application to the design of shield TBM

Eun-Soo Hong, In-Mo Lee, Hee-Soon Shin et al. · Tunnelling and Underground Space Technology · 2008 · 175 citations

, , +16

Nonparametric Machine Learning and Efficient Computation with Bayesian Additive Regression Trees: The <b>BART</b> <i>R</i> Package

Rodney Sparapani, Charles Spanbauer, Robert McCulloch · Journal of Statistical Software · 2021 · 118 citations · Full text

, , +17

A combined M5P tree and hazard-based duration model for predicting urban freeway traffic accident durations

Lei Lin, Qian Wang, Adel W. Sadek · Accident Analysis & Prevention · 2016 · 103 citations

, , +15

1–5 of 46

Authors

126

  1. MS
    Matthias Schmid

    University of Bonn, Germany

    4 publications · 73 citations

    4

    h-index

  2. AC
    Antonio Ciampi

    McGill University, Canada

    3 publications · 175 citations

    3

    h-index

  3. MB
    Moritz Berger

    University Hospital Bonn, Germany

    3 publications · 38 citations

    3

    h-index

  4. TW
    Thomas Welchowski

    University Hospital Bonn, Germany

    2 publications · 21 citations

    2

    h-index

  5. MK
    Małgorzata Krętowska

    Bialystok University of Technology, Poland

    2 publications · 20 citations

    2

    h-index

1–5 of 126

Institutions

91

  1. University of Bonn

    Bonn, Germany

    3 h-index

    9 publications

    171 citations

  2. Ludwig-Maximilians-Universität München

    Munich, Germany

    3 h-index

    4 publications

    100 citations

  3. McGill University

    Montreal, Canada

    3 h-index

    6 publications

    273 citations

  4. Duke University

    Durham, United States

    2 h-index

    2 publications

    52 citations

  5. University Hospital Bonn

    Bonn, Germany

    2 h-index

    5 publications

    57 citations

  6. Institut für Medizinische Biometrie, Informatik und Epidemiologie

    Bonn, Germany

    2 h-index

    2 publications

    52 citations

  7. Bialystok University of Technology

    Bialystok, Poland

    2 h-index

    2 publications

    20 citations

  8. Pfizer (United States)

    New York, United States

    1 h-index

    5 publications

    70 citations

1–8 of 91

Venues

  1. Statistics in Medicine

    3 publications · 152 citations

    3

    h-index

  2. Computer Methods and Programs in Biomedicine

    2 publications · 31 citations

    2

    h-index

  3. Preventive Veterinary Medicine

    2 publications · 55 citations

    2

    h-index

  4. Reliability Engineering & System Safety

    2 publications · 82 citations

    2

    h-index

  5. Expert Systems with Applications

    2 publications · 157 citations

    2

    h-index

1–5