Do Changes in Mental Energy and Fatigue Impact Functional Assessments Associated with Fall Risks? An Exploratory Study Using Machine Learning

Author:

Boolani Ali1,Ryan Jenna2,Vo Trang3,Wong Brandon3,Banerjee Natasha Kholgade2,Banerjee Sean2,Fulk George14,Smith Matthew Lee5,Martin Rebecca1

Affiliation:

1. Department of Physical Therapy, Clarkson University, Potsdam, New York, USA;

2. Department of Computer Science, Clarkson University, Potsdam, New York, USA;

3. Department of Physician Assistant, Clarkson University, Potsdam, New York, USA;

4. Department of Physical Therapy, State University of New York (SUNY) Upstate Medical Center, Syracuse, New York, USA;

5. Center for Population Health and Aging, Texas A&M University, College Station, Texas, USA

Publisher

Informa UK Limited

Subject

Geriatrics and Gerontology,Occupational Therapy,Gerontology,Rehabilitation

Reference79 articles.

1. Prevention C for DC and The State of Aging and Health in America 2013. Atlanta, GA: Centers for Disease Control and Prevention, US Dept of Health and Human Services. 2013. This PDF, available from the CDC, illustrates the scope of the problem by exhibiting data on the increasing number of the elderly in our population, as well as the extent of disease and conditions afflicting them Google Scholar. 2015.

2. Epidemiology of Falls in Older Age

3. Medical Costs of Fatal and Nonfatal Falls in Older Adults

4. Falls in older people: epidemiology, risk factors and strategies for prevention

5. Cognitive Function Modifies the Effect of Physiological Function on the Risk of Multiple Falls--A Population-Based Study

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