Machine-learning classification of neurocognitive performance in children with perinatal HIV initiating de novo antiretroviral therapy.

Journal: AIDS (London, England)
PMID:

Abstract

OBJECTIVE: To develop a predictive model of neurocognitive trajectories in children with perinatal HIV (pHIV).

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.
  • Andrew C Belden
    Missouri Institute of Mental Health, University of Missouri-St. Louis, Missouri.
  • Claude A Mellins
    HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, and Columbia University, New York.
  • Kathleen M Malee
    Department of Psychiatry and Behavioral Science, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
  • Reuben N Robbins
    HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, and Columbia University, New York.
  • Lauren E Salminen
    Imaging Genetics Center, Stevens Neuroimaging and Informatics Institute, University of Southern California, Marina del Rey, California, USA.
  • Stephen J Kerr
    HIV Netherlands Australia Thailand (HIV-NAT) Research Collaboration, Thai Red Cross AIDS Research Center, Bangkok, Thailand.
  • Badri Adhikari
    Department of Computer Science, University of Missouri, Columbia, MO 65211, USA.
  • Paola M Garcia-Egan
    Missouri Institute of Mental Health, University of Missouri-St. Louis, Missouri.
  • Jiratchaya Sophonphan
    HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, and Columbia University, New York.
  • Linda Aurpibul
    Research Institute for Health Sciences.
  • Kulvadee Thongpibul
    Department of Psychology, Faculty of Humanities, Chiang Mai University, Chiang Mai.
  • Pope Kosalaraksa
    Khon Kaen University, Khon Kaen, Thailand.
  • Suparat Kanjanavanit
    Nakornping Hospital, Chiang Mai, Thailand.
  • Chaiwat Ngampiyaskul
    Prapokklao Hospital, Chantaburi, Thailand.
  • Jurai Wongsawat
    Bamrasnaradura Infectious Disease Institute, Nonthaburi, Thailand.
  • Saphonn Vonthanak
    University of Health Science, Phnom Penh, Cambodia.
  • Tulathip Suwanlerk
    HIV Netherlands Australia Thailand (HIV-NAT) Research Collaboration, Thai Red Cross AIDS Research Center.
  • Victor G Valcour
    Memory and Aging Center, Department of Neurology, University of California, San Francisco, California.
  • Rebecca N Preston-Campbell
    Missouri Institute of Mental Health, University of Missouri-St. Louis, Missouri.
  • Jacob D Bolzenious
    Missouri Institute of Mental Health, University of Missouri-St. Louis, Missouri.
  • Merlin L Robb
    US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America; Henry Jackson Foundation HIV Program, US Military HIV Research Program, Bethesda, Maryland, United States of America.
  • Jintanat Ananworanich
    HIV Netherlands Australia Thailand (HIV-NAT) Research Collaboration, Thai Red Cross AIDS Research Center, Bangkok, Thailand; U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD; Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA.
  • Thanyawee Puthanakit
    Department of Pediatrics and Center of Excellence in Pediatric Infectious Diseases and Vaccine Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.