Concepedia

Computational Survival Analysis

Computational Survival Analysis is a specialized field within statistical computing that focuses on the development and application of computational methods for analyzing time-to-event data, particularly involving censored observations, to estimate survival probabilities and model hazard functions.

251

Publications

21.9K

Citations

1.1K

Authors

484

Institutions

Publications per year

2017–2026

117

Parents

Children

Publications

251

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

Noah Simon, J. Friedman, Trevor Hastie et al. · Journal of Statistical Software · 2011 · 2.6K citations · Full text

, , +16

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network

Jared Katzman, Uri Shaham, Alexander Cloninger et al. · BMC Medical Research Methodology · 2018 · 1.9K citations · Full text

, , +17

Web-Based Survival Analysis Tool Tailored for Medical Research (KMplot): Development and Implementation

András Lánczky, Balázs Győrffy · Journal of Medical Internet Research · 2021 · 1.8K citations · Full text

, , +10

SVM-RFE: selection and visualization of the most relevant features through non-linear kernels

Héctor Sanz, Clarissa Valim, Esteban Vegas et al. · BMC Bioinformatics · 2018 · 807 citations · Full text

, , +17

IPDfromKM: reconstruct individual patient data from published Kaplan-Meier survival curves

Na Liu, Yanhong Zhou, J. Jack Lee · BMC Medical Research Methodology · 2021 · 760 citations · Full text

, , +11

1–5 of 251

Authors

1.1K

  1. PC
    Paul C. Lambert

    University of Leicester, United Kingdom

    3 publications · 204 citations

    3

    h-index

  2. XZ
    Xinyan Zhang

    University of Alabama at Birmingham, United States

    3 publications · 106 citations

    3

    h-index

  3. MJ
    Michael J. Crowther

    University of Leicester, United Kingdom

    3 publications · 200 citations

    3

    h-index

  4. JH
    Joseph H. Schwab

    Massachusetts General Hospital, United States

    3 publications · 163 citations

    3

    h-index

  5. MS
    Martin Schumacher

    University of Freiburg, Germany

    3 publications · 374 citations

    3

    h-index

1–5 of 1.1K

Institutions

484

  1. Harvard University

    Cambridge, United States

    11 h-index

    37 publications

    2.9K citations

  2. Massachusetts General Hospital

    Boston, United States

    6 h-index

    34 publications

    1.3K citations

  3. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    12 publications

    2.9K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    12 publications

    1.1K citations

  5. Stanford University

    Stanford, United States

    5 h-index

    19 publications

    10.8K citations

  6. Karolinska Institutet

    Stockholm, Sweden

    5 h-index

    10 publications

    404 citations

  7. University of Helsinki

    Helsinki, Finland

    5 h-index

    30 publications

    2.4K citations

  8. University of Leicester

    Leicester, United Kingdom

    5 h-index

    9 publications

    473 citations

1–8 of 484

Venues

  1. Statistics in Medicine

    12 publications · 1.3K citations

    12

    h-index

  2. Computer Methods and Programs in Biomedicine

    10 publications · 523 citations

    10

    h-index

  3. Bioinformatics

    11 publications · 522 citations

    10

    h-index

  4. Journal of Statistical Software

    JSS · 6 publications · 2.8K citations

    6

    h-index

  5. BMC Bioinformatics

    6 publications · 899 citations

    6

    h-index

1–5