Machine Learning Analysis Reveals Novel Neuroimaging and Clinical Signatures of Frailty in HIV.

Journal: Journal of acquired immune deficiency syndromes (1999)
PMID:

Abstract

BACKGROUND: Frailty is an important clinical concern for the aging population of people living with HIV (PLWH). The objective of this study was to identify the combination of risk features that distinguish frail from nonfrail individuals.

Authors

  • Robert H Paul
    Department of Psychological Sciences, University of Missouri Saint Louis, St. Louis, MI.
  • Kyu S Cho
    Missouri Institute of Mental Health, University of Missouri-St. Louis, Missouri.
  • Patrick Luckett
    Department of Neurology, Washington University School of Medicine, St. Louis, MI.
  • Jeremy F Strain
    Department of Neurology, Washington University School of Medicine, Saint Louis, MO; and.
  • Andrew C Belden
    Missouri Institute of Mental Health, University of Missouri-St. Louis, Missouri.
  • Jacob D Bolzenius
    Missouri Institute of Mental Health, University of Missouri, Saint Louis, MO.
  • Jaimie Navid
    Department of Neurology, Washington University School of Medicine, St. Louis, MI.
  • Paola M Garcia-Egan
    Missouri Institute of Mental Health, University of Missouri-St. Louis, Missouri.
  • Sarah A Cooley
    Department of Neurology, Washington University School of Medicine, St. Louis, MI.
  • Julie K Wisch
    Department of Neurology, Washington University School of Medicine, St. Louis, MI.
  • Anna H Boerwinkle
    Department of Neurology, Washington University School of Medicine, St. Louis, MI.
  • Dimitre Tomov
    Department of Neurology, Washington University School of Medicine, St. Louis, MI.
  • Abel Obosi
    Missouri Institute of Mental Health, University of Missouri, Saint Louis, MO.
  • Julie A Mannarino
    Missouri Institute of Mental Health, University of Missouri, Saint Louis, MO.
  • Beau M Ances
    Department of Radiology, Washington University in St. Louis, School of Medicine, 510 S. Kingshighway, MC 8131, Saint Louis, MO 63110, USA; Knight Alzheimer's Disease Research Center, Washington University in St. Louis, School of Medicine, 510 S. Kingshighway, MC 8131, Saint Louis, MO 63110, USA; Department of Neurology, Washington University in St. Louis, School of Medicine, 510 S. Kingshighway, MC 8131, Saint Louis, MO 63110, USA.