Observational, Non-Interventional Study Supporting Validation of VO2Max Estimation Methods Using Results in Patients Receiving Standard of Care Cardiopulmonary Exercise Tests (CPET)
Start Date
6/6/2019
Completion Date
3/31/2027
Summary
In this study, the hypothesis being explored is that VO2Max and other CPET parameters can be accurately estimated from biosignals (namely, motion from accelerometers and cardiopulmonary variables from EKG) collected during activities of daily living using wearable biosensors worn by study participants. This study will aim to collect development and validation data for a machine learning algorithm and to evaluate the performance of the algorithm. A total of 1000 participants will be enrolled including: (Normal) 100 participants, self-reported healthy male and female participants aged 18 to 80 and (Standard of Care) 900 participants.
Eligibility Criteria
Age Range: 18 years to No maximum
Conditions
Locations
Mayo Clinic Arizona
Scottsdale, Arizona 85259
United States
VA Palo Alto Healthcare System
Palo Alto, California 94304
United States
University of California San Francisco
San Francisco, California 94143
United States
The Lundquist Institute
Torrance, California 90502
United States
Nemours Cardiac Center
Wilmington, Delaware 19803
United States
Memorial Healthcare System, Office of Human Research
Hollywood, Florida 33021
United States
Mayo Clinic Florida
Jacksonville, Florida 32224
United States
New Generation of Medical Research
Naples, Florida 34116
United States
physIQ
Chicago, Illinois 60606
United States
University of Illinois Hospital & Health Sciences System
Chicago, Illinois 60608
United States
Advocate Aurora Health Institute
Oakbrook Terrace, Illinois 60181
United States
Mayo Clinic
Rochester, Minnesota 55905
United States
Baylor Scott & White Research Institute
Dallas, Texas 75246
United States
Baylor Scott & White The Heart Hospital - Plano
Plano, Texas 75093
United States
Intermountain Medical Center
Murray, Utah 84107
United States
Eastern Health Cardiac Rehabilitation
St. John's, Newfoundland and Labrador A1N3J5
Canada