RECRUITING

Validating a New Machine-Learned Accelerometer Algorithm Using Doubly Labeled Water

Description

The purpose of this study is to validate previously developed physical function-clustered specific machine-learned accelerometer algorithms to estimate total daily energy expenditure (TDEE) in individuals with general movement and functional limitations.

Conditions

Movement DisordersEnergy Metabolism
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Related Conditions:

Movement DisordersEnergy Metabolism

Study Overview

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Study Details

Study overview

The purpose of this study is to validate previously developed physical function-clustered specific machine-learned accelerometer algorithms to estimate total daily energy expenditure (TDEE) in individuals with general movement and functional limitations.

Validating a New Machine-Learned Accelerometer Algorithm Using Doubly Labeled Water

Validating a New Machine-Learned Accelerometer Algorithm Using Doubly Labeled Water

Condition
Movement Disorders
Intervention / Treatment

-

Contacts and Locations

Milwaukee

University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, United States, 53211

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

For general information about clinical research, read Learn About Studies.

Eligibility Criteria

  • * must be 18+ years of age
  • * be able to ambulate on own, unassisted, on a regular basis
  • * speak and read English
  • * must have access to a working smart phone and a computer with internet access
  • * wheelchair reliant
  • * assistive walking device reliant (cannot walk for at least 50 feet without an assistive device)
  • * diagnosed uncontrolled hypertension (above 160/100 mgHg)
  • * diagnosed cognitive impairment or inability to follow study procedures such as Alzheimer's disease or dementia
  • * cannot take metabolic altering medications
  • * cannot be pregnant
  • * cannot be breastfeeding
  • * cannot use supplemental oxygen
  • * cannot completed required study activities for any reason
  • * cannot have a resting heart rate \> 100 bpm or a resting blood pressure \> 160 mgHg during Visit 1
  • * cannot weigh more than 450 lbs

Ages Eligible for Study

18 Years to

Sexes Eligible for Study

ALL

Accepts Healthy Volunteers

Yes

Collaborators and Investigators

University of Wisconsin, Milwaukee,

Scott Strath, PhD, PRINCIPAL_INVESTIGATOR, University of Wisconsin, Milwaukee

Study Record Dates

2025-12-31