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Machine-learning classifier models for predicting sarcopenia in the elderly based on physical factors.

Jun-Hee Kim
Published in: Geriatrics & gerontology international (2024)
The sarcopenia prediction model, which consisted of only physical characteristics and activity-related factors, showed excellent performance. This model has the potential to assist in the early detection of sarcopenia in the elderly, especially in communities with limited access to medical resources or facilities. Geriatr Gerontol Int 2024; ••: ••-••.
Keyphrases
  • community dwelling
  • machine learning
  • skeletal muscle
  • physical activity
  • mental health
  • middle aged
  • healthcare
  • artificial intelligence
  • risk assessment
  • big data
  • deep learning
  • climate change