Concepedia

Adaptive Intervention Algorithms

Adaptive Intervention Algorithms is a computational methodology that systematically adjusts intervention strategies in real time based on ongoing data feedback and individual or system-level response patterns to optimize outcomes within dynamic environments.

35

Publications

2.3K

Citations

162

Authors

92

Institutions

Publications per year

2017–2026

19

Parents

Publications

35

Microrandomized trials: An experimental design for developing just-in-time adaptive interventions.

Predrag Klasnja, Eric B. Hekler, Saul Shiffman et al. · Health Psychology · 2015 · 707 citations · Full text

, , +17

An Adaptive Physical Activity Intervention for Overweight Adults: A Randomized Controlled Trial

Marc A. Adams, James F. Sallis, Gregory J. Norman et al. · PLoS ONE · 2013 · 182 citations · Full text

, , +17

Using engineering control principles to inform the design of adaptive interventions: A conceptual introduction

Daniel E. Rivera, Michael D. Pew, Linda M. Collins · Drug and Alcohol Dependence · 2006 · 157 citations · Full text

, , +13

Tutorial for Using Control Systems Engineering to Optimize Adaptive Mobile Health Interventions

Eric B. Hekler, Daniel E. Rivera, César A. Martín et al. · Journal of Medical Internet Research · 2018 · 141 citations · Full text

, , +13

mHealth app using machine learning to increase physical activity in diabetes and depression: clinical trial protocol for the DIAMANTE Study

Adrián Aguilera, Caroline Figueroa, Rosa Hernandez-Ramos et al. · BMJ Open · 2020 · 109 citations · Full text

, , +17

1–5 of 35

Authors

162

  1. DE
    Daniel E. Rivera

    Arizona State University, United States

    6 publications · 417 citations

    6

    h-index

  2. EB
    Eric B. Hekler

    Arizona State University, United States

    4 publications · 1.1K citations

    4

    h-index

  3. NN
    Naresh N. Nandola

    Arizona State University, United States

    3 publications · 98 citations

    3

    h-index

  4. MA
    Marc A. Adams

    Arizona State University, United States

    2 publications · 323 citations

    2

    h-index

  5. AC
    Ahmet Coşar

    Middle East Technical University, Türkiye

    2 publications · 115 citations

    2

    h-index

1–5 of 162

Institutions

92

  1. Arizona State University

    Tempe, United States

    9 h-index

    23 publications

    2.8K citations

  2. University of Michigan

    Ann Arbor, United States

    4 h-index

    13 publications

    4K citations

  3. University of Toronto

    Toronto, Canada

    2 h-index

    4 publications

    349 citations

  4. Middle East Technical University

    Ankara, Türkiye

    2 h-index

    5 publications

    290 citations

  5. University of California San Diego

    San Diego, United States

    2 h-index

    3 publications

    505 citations

  6. Utrecht University

    Utrecht, The Netherlands

    2 h-index

    3 publications

    119 citations

  7. Escuela Superior Politecnica del Litoral

    Guayaquil, Ecuador

    2 h-index

    2 publications

    162 citations

  8. University of Washington

    Seattle, United States

    2 h-index

    2 publications

    70 citations

1–8 of 92

Venues

  1. Translational Behavioral Medicine

    2 publications · 117 citations

    2

    h-index

  2. Health Psychology

    1 publications · 707 citations

    1

    h-index

  3. Annals of Behavioral Medicine

    1 publications · 21 citations

    1

    h-index

  4. Lecture notes in computer science

    LNCS · Book series · 1 publications · 15 citations

    1

    h-index

  5. Algorithms

    1 publications · 32 citations

    1

    h-index

1–5