Update on the detection of frailty in older adults: a multicenter cohort machine learning-based study protocol.

Journal: Aging
Published Date: May 21, 2025

Abstract

BACKGROUND: This study aims to investigate the relationship between muscle activation variables assessed via ultrasound and the comprehensive assessment of geriatric patients, as well as to analyze ultrasound images to determine their correlation with morbimortality factors in frail patients.

Authors

  • Samuel Fernández-Carnero
    Departamento de Fisioterapia, Universidad de Alcalá, Facultad de Enfermería y Fisioterapia, Grupo de Investigación en Fisioterapia y Dolor, Alcalá de Henares 28801, Spain.
  • Oliver Martínez-Pozas
    Interdisciplinary Research Group on Musculoskeletal Disorders, Madrid 28014, Spain.
  • Daniel Pecos-Martín
    Departamento de Fisioterapia, Universidad de Alcalá, Facultad de Enfermería y Fisioterapia, Grupo de Investigación en Fisioterapia y Dolor, Alcalá de Henares 28801, Spain.
  • Armando Pardo-Gómez
    Geriatrics Service, Puerta de Hierro Hospital, Majadahonda 28222, Spain.
  • Juan Nicolás Cuenca-Zaldívar
    Departamento de Fisioterapia, Universidad de Alcalá, Facultad de Enfermería y Fisioterapia, Grupo de Investigación en Fisioterapia y Dolor, Alcalá de Henares 28801, Spain.
  • Eleuterio A Sánchez-Romero
    Interdisciplinary Research Group on Musculoskeletal Disorders, Madrid 28014, Spain.

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