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Developing Acute Event Risk Profiles for Older Adults with Dementia in Long-Term Care Using Motor Behavior Clusters Derived from Deep Learning

  • Published:2022-12 Issue:12 Volume:23 Page:1977-1983.e1
  • ISSN:1525-8610
  • Container-title:Journal of the American Medical Directors Association
  • language:en
  • Short-container-title:Journal of the American Medical Directors Association

Author:

Ramazi Ramin,Bowen Mary Elizabeth (Libbey),Flynn Aidan J.,Beheshti Rahmatollah

Funder

Rehabilitation Research and Development Service

U.S. Department of Veterans Affairs

Publisher

Elsevier BV

Subject

Health Policy,General Medicine,General Nursing,Geriatrics and Gerontology

Reference44 articles.

1. Prevalence, presentation and prognosis of delirium in older people in the population, at home and in long term care: a review;de Lange;Int J Geriatr Psychiatry,2013

2. Urinary tract infections in older adults residing in long-term care facilities;Genao;Ann Longterm Care,2012

3. Prevention of falls and consequent injuries in elderly people;Kannus;Lancet,2005

4. Dementia prevalence and care in assisted living;Zimmerman;Health Aff,2014

5. Infection rate and colonization with antibiotic-resistant organisms in skilled nursing facility residents with indwelling devices;Wang;Eur J Clin Microbiol Infect Dis,2012

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