Machine Learning models for heart disease prediction and dietary lifestyle change therapy recommendation: a systematic review

被引：0
|
作者：
Ekle, Francis Adoba [1 ]
Shidali, Vincent [2 ]
Ochogwu, Richard Emoche [1 ]
Igoche, Igoche Bernard [3 ]
机构：
[1] Department of Computer Science, University of Nigeria, Nsukka (UNN), Nigeria
[2] Department of Internal Medicine, Federal Medical Centre, Keffi, Nigeria
[3] School of Computing, University of Portsmouth, Portsmouth, United Kingdom
来源：
Discover Artificial Intelligence | 2024年 / 4卷 / 01期
关键词：
D O I：
10.1007/s44163-024-00181-w
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Machine learning and deep learning algorithms in stroke medicine: a systematic review of hemorrhagic transformation prediction models
    Mahbod Issaiy
    Diana Zarei
    Shahriar Kolahi
    David S. Liebeskind
    Journal of Neurology, 2025, 272 (1)
  • [42] Review of machine learning and deep learning models for toxicity prediction
    Guo, Wenjing
    Liu, Jie
    Dong, Fan
    Song, Meng
    Li, Zoe
    Khan, Md Kamrul Hasan
    Patterson, Tucker A.
    Hong, Huixiao
    EXPERIMENTAL BIOLOGY AND MEDICINE, 2023, 248 (21) : 1952 - 1973
  • [43] A comprehensive review of deep learning-based models for heart disease prediction
    Zhou, Chunjie
    Dai, Pengfei
    Hou, Aihua
    Zhang, Zhenxing
    Liu, Li
    Li, Ali
    Wang, Fusheng
    ARTIFICIAL INTELLIGENCE REVIEW, 2024, 57 (09)
  • [44] Machine Learning and Neurosurgical Outcome Prediction: A Systematic Review
    Senders, Joeky T.
    Staples, Patrick C.
    Karhade, Aditya V.
    Zaki, Mark M.
    Gormley, William B.
    Broekman, Marike L. D.
    Smith, Timothy R.
    Arnaout, Omar
    WORLD NEUROSURGERY, 2018, 109 : 476 - +
  • [45] Machine Learning and Surgical Outcomes Prediction: A Systematic Review
    Elfanagely, Omar
    Toyoda, Yoshilzo
    Othman, Sammy
    Mellia, Joseph A.
    Basta, Marten
    Liu, Tony
    Kording, Konrad
    Ungar, Lyle
    Fischer, John P.
    JOURNAL OF SURGICAL RESEARCH, 2021, 264 : 346 - 361
  • [46] Machine Learning and Prediction of Infectious Diseases: A Systematic Review
    Santangelo, Omar Enzo
    Gentile, Vito
    Pizzo, Stefano
    Giordano, Domiziana
    Cedrone, Fabrizio
    MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2023, 5 (01): : 175 - 198
  • [47] Dietary and Lifestyle Factors Related to Gastroesophageal Reflux Disease: A Systematic Review
    Zhang, Mei
    Hou, Zheng-Kun
    Huang, Zhi-Bang
    Chen, Xin-Lin
    Liu, Feng-Bin
    THERAPEUTICS AND CLINICAL RISK MANAGEMENT, 2021, 17 : 305 - 323
  • [48] Machine Learning in the Prediction of Trauma Outcomes: A Systematic Review
    Zhang, Timothy
    Nikouline, Anton
    Lightfoot, David
    Nolan, Brodie
    ANNALS OF EMERGENCY MEDICINE, 2022, 80 (05) : 440 - 455
  • [49] Using clinical prediction models to personalise lifestyle interventions for cardiovascular disease prevention: A systematic literature review
    Bruninx, Anke
    Scheenstra, Bart
    Dekker, Andre
    Maessen, Jos
    Hof, Arnoud van 't
    Kietselaer, Bas
    Bermejo, Inigo
    PREVENTIVE MEDICINE REPORTS, 2022, 25
  • [50] Machine Learning for Financial Prediction Under Regime Change Using Technical Analysis: A Systematic Review
    Suarez-Cetrulo, Andres L.
    Quintana, David
    Cervantes, Alejandro
    INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2023,
12345