Optimizing treatment to control LDL cholesterol using machine learning.

Journal: Computers in biology and medicine
Published Date: Jun 20, 2025

Abstract

INTRODUCTION: Increased LDL cholesterol is one of the main risk factors for cardiovascular diseases; therefore, adequate therapy reduces the risk of developing cardiovascular disease. Artificial intelligence (AI) is a tool that can significantly help doctors select the optimal treatment aimed at each patient individually. Based on the above, the question arises: Which artificial intelligence model allows us to recommend the best treatment to control LDL levels according to the patient's cardiovascular risk factor?

Authors

  • Deiby Boneu Yepez
    Ciencias básicas, programa de medicina, Corporación Universitaria Rafael Núñez, Cartagena, Bolívar, Colombia; Ciencias básicas, Maestría en estadística aplicada y ciencia de datos, Universidad Tecnológica de Bolívar, Cartagena, Bolívar, Colombia; Centro de Diagnostico Cardiológico SAS Cartagena, Bolívar, Colombia; TimeMed-IA Cartagena, Bolívar, Colombia. Electronic address: deiby.boneu@campusuninunez.edu.co.
  • David Sierra Porta
    Ciencias básicas, Maestría en estadística aplicada y ciencia de datos, Universidad Tecnológica de Bolívar, Cartagena, Bolívar, Colombia.
  • Liz Morales Aguas
    TimeMed-IA Cartagena, Bolívar, Colombia.
  • Fernando Manzur Jattin
    Centro de Diagnostico Cardiológico SAS Cartagena, Bolívar, Colombia.

Keywords

External Resources

Popular Topics
Recent Journals