An ensemble-based machine learning model for predicting type 2 diabetes and its effect on bone health.

Journal: BMC medical informatics and decision making
PMID: 38811939

Abstract

BACKGROUND: Diabetes is a chronic condition that can result in many long-term physiological, metabolic, and neurological complications. Therefore, early detection of diabetes would help to determine a proper diagnosis and treatment plan.

Authors

  • Belqes Alsadi
    College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar.
  • Saleh Musleh
    College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar.
  • Hamada R H Al-Absi
    College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar.
  • Mahmoud Refaee
    Hamad Medical Corporation, Doha, Qatar.
  • Rizwan Qureshi
    Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
  • Nady El Hajj
    College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, 34110, Doha, Qatar.
  • Tanvir Alam
    College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar.

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