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Ambient Monitoring of Gait and Machine Learning Models for Dynamic and Short-Term Falls Risk Assessment in People With Dementia
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  • Navid Korhani ,
  • Babak Taati ,
  • Andrea Iaboni ,
  • Andrea Sabo ,
  • Sina Mehdizadeh ,
  • Alastair Flint ,
  • Avril Mansfield ,
  • Vida Adeli
Navid Korhani
University of Toronto
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Babak Taati
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Andrea Iaboni
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Andrea Sabo
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Sina Mehdizadeh
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Alastair Flint
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Avril Mansfield
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Vida Adeli
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Data consists of baseline clinical assessments of gait, mobility, and fall risk at the time of admission of 54 adults with dementia. Furthermore, it includes the participants' daily medication intake in three medication categories, and frequent assessments of gait performed via a computer vision-based ambient monitoring system.
Jul 2023Published in IEEE Journal of Biomedical and Health Informatics volume 27 issue 7 on pages 3599-3609. 10.1109/JBHI.2023.3267039