Concepedia

Predictive Analytics For Prevention

Predictive Analytics for Prevention is a computational methodology within preventive care informatics that employs statistical models and machine learning techniques to identify individuals at risk of developing specific diseases before clinical onset, enabling early intervention through data-driven risk stratification and personalized prevention strategies.

89

Publications

5.2K

Citations

661

Authors

245

Institutions

Publications per year

2017–2026

64

Parents

Publications

89

Can machine-learning improve cardiovascular risk prediction using routine clinical data?

Stephen Weng, Jenna Reps, Joe Kai et al. · PLoS ONE · 2017 · 1.3K citations · Full text

, , +17

Big data analytics for preventive medicine

Imran Razzak, Muhammad Imran, Guandong Xu · Neural Computing and Applications · 2019 · 322 citations · Full text

, , +13

Predictive Methodology for Diabetic Data Analysis in Big Data

N. M. Saravana Kumar, T. Eswari, S. Lavanya · Procedia Computer Science · 2015 · 196 citations · Full text

, , +17

Risk Prediction of Diabetes: Big data mining with fusion of multifarious physical examination indicators

Hui Yang, Yamei Luo, Xiaolei Ren et al. · Information Fusion · 2021 · 190 citations

, , +16

Heart Disease Prediction using Exploratory Data Analysis

R. Indrakumari, T. Poongodi, Soumya Ranjan Jena · Procedia Computer Science · 2020 · 163 citations · Full text

, , +14

1–5 of 89

Authors

661

  1. VC
    Vincenzo Costigliola

    University of Bonn, Germany

    4 publications · 119 citations

    4

    h-index

  2. OG
    Olga Golubnitschaja

    University of Bonn, Germany

    4 publications · 119 citations

    4

    h-index

  3. HŌ
    Hiroshi Ōyama

    The University of Tokyo, Japan

    2 publications · 36 citations

    2

    h-index

  4. DI
    Daisuke Ichikawa

    St. Marianna University School of Medicine, Japan

    2 publications · 36 citations

    2

    h-index

  5. NC
    Nimai Chand Das Adhikari

    Indian Institute of Space Science and Technology, India

    1 publications · 21 citations

    1

    h-index

1–5 of 661

Institutions

245

  1. University of Michigan

    Ann Arbor, United States

    3 h-index

    9 publications

    297 citations

  2. University of Bonn

    Bonn, Germany

    3 h-index

    9 publications

    434 citations

  3. Cornell University

    Ithaca, United States

    3 h-index

    7 publications

    729 citations

  4. The University of Tokyo

    Tokyo, Japan

    3 h-index

    11 publications

    243 citations

  5. Duke University

    Durham, United States

    3 h-index

    4 publications

    113 citations

  6. University of Technology Sydney

    Sydney, Australia

    2 h-index

    4 publications

    1K citations

  7. VA Ann Arbor Healthcare System

    Ann Arbor, United States

    2 h-index

    6 publications

    132 citations

  8. Zhejiang University

    Hangzhou, China

    2 h-index

    5 publications

    358 citations

1–8 of 245

Venues

  1. The EPMA Journal

    4 publications · 119 citations

    4

    h-index

  2. International Journal of Medical Informatics

    2 publications · 61 citations

    2

    h-index

  3. Journal of Medical Internet Research

    2 publications · 46 citations

    2

    h-index

  4. PLoS ONE

    2 publications · 1.5K citations

    2

    h-index

  5. Procedia Computer Science

    2 publications · 359 citations

    2

    h-index

1–5