The Application of Machine Learning in Warfarin Dose Precision for Diabetic Patients Treated with Statins: A Comparative Study.

Journal: Cardiovascular drugs and therapy
Published Date: May 31, 2025

Abstract

PURPOSE: To evaluate the impact of statin therapy on warfarin dose requirements in diabetic patients and to assess the performance of various machine learning algorithms in predicting optimal warfarin dosing.

Authors

  • Mobina Ghajar
    Department of Cardiology, Zanjan University of Medical Science, Zanjan, Iran. Electronic address: mobinaghajar9078@gmail.com.
  • Mandana Sadat Ghafourian
    Electrical Engineering Department, Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad, Iran. Electronic address: m.ghafourian@mail.um.ac.ir.
  • Sara Tarkiani
    Department of Cardiology, Zanjan University of Medical Science, Zanjan, Iran. Electronic address: saraytarkian@gmail.com.
  • Atousa Naser Tork
    Department of Civil & Environmental Engineering, Amir Kabir University of Technology (Tehran Polytechnic), Tehran, Iran.
  • Amin Ramezani
    Department of Medicine (HSRD), Baylor College of Medicine, Houston, TX, USA. Electronic address: Amin.Ramezani@bcm.edu.
  • Behrouz Zolfaghari
    Miami University, Oxford, OH, USA.
  • Mohammad Ghasemi Palangi
    Department of Cardiology, Zanjan University of Medical Science, Zanjan, Iran.

Keywords

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