Estimated VO2Max Validation
Study Details
Study Description
Brief 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 300 participants will be enrolled including: (Normal) 200 participants, self-reported healthy male and female participants aged 18 to 80 and (Standard of Care) 100 participants
Condition or Disease | Intervention/Treatment | Phase |
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Study Design
Arms and Interventions
Arm | Intervention/Treatment |
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Healthy
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Standard of Care
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Outcome Measures
Primary Outcome Measures
- Collect development and validation data for a VO2Max (eVO2Max) machine learning algorithm and to evaluate the performance of the algorithm. [August, 2023]
Develop an Estimated VO2Max (eVO2Max) algorithm which will estimate a participant's VO2Max value using data collected from physiological wearable biosensors (ECG & Activity). This estimation algorithm will be developed using a portion of the collected data (physiological biosignals + CPET) from healthy participants and a portion of data from a separate cohort with a clinical indication requiring functional capacity evaluation (called the Standard of Care Cohort).
Eligibility Criteria
Criteria
Inclusion Criteria:
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Has a clinical indication for investigation of functional capacity through cardiopulmonary exercise testing
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Willing and able to comply with protocol procedures
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Willing to sign and date informed consent document for study participation
Exclusion Criteria:
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Participant has cognitive or physical limitations that, in the opinion of the investigator, limits the participant's ability to fully follow study procedures and/or reach and respiratory exchange ratio of 1.0
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Participant has an allergy to the adhesive used on the VitalPatch
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Participant is pregnant, lactating or 30 days post-partum
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
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1 | physIQ | Chicago | Illinois | United States | 60606 |
2 | University of Illinois Hospital & Health Sciences System | Chicago | Illinois | United States | 60608 |
3 | Advocate Aurora Health Institute | Oakbrook Terrace | Illinois | United States | 60181 |
Sponsors and Collaborators
- physIQ, Inc.
Investigators
- Principal Investigator: Steve Steinhubl, MD, physIQ, Inc.
Study Documents (Full-Text)
None provided.More Information
Publications
None provided.- CTP-020