Cardiovascular Disease Screening in Women: Leveraging Artificial Intelligence and Digital Tools.

Journal: Circulation research
PMID:

Abstract

Cardiovascular disease remains the leading cause of death in women. Given accumulating evidence on sex- and gender-based differences in cardiovascular disease development and outcomes, the need for more effective approaches to screening for risk factors and phenotypes in women is ever urgent. Public health surveillance and health care delivery systems now continuously generate massive amounts of data that could be leveraged to enable both screening of cardiovascular risk and implementation of tailored preventive interventions across a woman's life span. However, health care providers, clinical guidelines committees, and health policy experts are not yet sufficiently equipped to optimize the collection of data on women, use or interpret these data, or develop approaches to targeting interventions. Therefore, we provide a broad overview of the key opportunities for cardiovascular screening in women while highlighting the potential applications of artificial intelligence along with digital technologies and tools.

Authors

  • Demilade A Adedinsewo
    Department of Cardiovascular Medicine (D.A.A., A.W.P., S.D.P.), Mayo Clinic, Jacksonville, FL.
  • Amy W Pollak
    Department of Cardiovascular Medicine (D.A.A., A.W.P., S.D.P.), Mayo Clinic, Jacksonville, FL.
  • Sabrina D Phillips
    Department of Cardiovascular Medicine (D.A.A., A.W.P., S.D.P.), Mayo Clinic, Jacksonville, FL.
  • Taryn L Smith
    Division of General Internal Medicine (T.L.S.), Mayo Clinic, Jacksonville, FL.
  • Anna Svatikova
    Department of Cardiovascular Diseases (A.S.), Mayo Clinic, Phoenix, AZ.
  • Sharonne N Hayes
    Department of Cardiovascular Medicine (P.A.N., Z.I.A., L.C.B., S.N.H., X.Y., S.K., P.A.F., F.L.-J.), Mayo Clinic, Rochester, MN.
  • Sharon L Mulvagh
    Department of Cardiovascular Medicine (S.N.H., S.L.M., V.L.R., P.A.N.), Mayo Clinic, Rochester, MN.
  • Colleen Norris
    Cardiovascular Health and Stroke Strategic Clinical Network, Edmonton, Canada (C.N.).
  • VĂ©ronique L Roger
    Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA.
  • Peter A Noseworthy
    Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota.
  • Xiaoxi Yao
    Department of Health Sciences Research, Division of Health Care Policy and Research, Mayo Clinic, Rochester, Minnesota.
  • Rickey E Carter
    Department of Health Sciences Research, Mayo Clinic, Jacksonville, Florida.