Artificial Intelligence Applications in Cardio-Oncology: A Comprehensive Review.

Journal: Current cardiology reports
PMID:

Abstract

PURPOSE OF REVIEW: This review explores the role of artificial intelligence (AI) in cardio-oncology, focusing on its latest application across problems in diagnosis, prognosis, risk stratification, and management of cardiovascular (CV) complications in cancer patients. It also highlights multi-omics analysis, explainable AI, and real-time decision-making, while addressing challenges like data heterogeneity and ethical concerns.

Authors

  • Avirup Guha
    Division of Cardiology, Department of Medicine, Medical College of Georgia at Augusta University, Augusta, GA 30912, United States.
  • Viraj Shah
    Department of Medicine, Faculty of Medicine, Imperial College London, London, UK.
  • Tarek Nahle
    Division of Cardiology, Department of Medicine, Medical College of Georgia at Augusta University, Augusta, GA, USA.
  • Shivam Singh
    Department of Internal Medicine, Reading Hospital, Tower Health, West Reading, PA, USA.
  • Harikrishnan Hyma Kunhiraman
    Division of Cardiology, Department of Medicine, Medical College of Georgia at Augusta University, Augusta, GA 30912, United States.
  • Fathima Shehnaz
    Department of Internal Medicine, Trinity Health Oakland, Wayne State University, Pontiac, MI, USA.
  • Priyanshu Nain
    Department of Internal Medicine, Advent Health, Rome, GA, USA.
  • Omar M Makram
    Division of Cardiology, Department of Medicine, Medical College of Georgia at Augusta University, Augusta, GA 30912, United States.
  • Morteza Mahmoudi
    Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, USA.
  • Sadeer Al-Kindi
    Division of Cardiology, Department of Medicine (S.A.-K., F.N., G.F.A., M.A.C., D.I.S., M.S.A., J.A.M., S.G.T.), Case Western Reserve University, Harrington Heart and Vascular Institute, and University Hospitals Cleveland Medical Center, OH.
  • Anant Madabhushi
    Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio.
  • Rakesh Shiradkar
    Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH, 44106, USA.
  • Hisham Daoud