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Observational, Non-Interventional Study Supporting Validation of VO2Max Estimation Methods Using Results in Patients Receiving Standard of Care Cardiopulmonary Exercise Tests (CPET)

Description

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

Conditions

Cardiopulmonary
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Related Conditions:

Cardiopulmonary

Study Overview

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Study Details

Study overview

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

Observational, Non-Interventional Study Supporting Validation of VO2Max Estimation Methods Using Results in Patients Receiving Standard of Care Cardiopulmonary Exercise Tests (CPET)

Observational, Non-Interventional Study Supporting Validation of VO2Max Estimation Methods Using Results in Patients Receiving Standard of Care Cardiopulmonary Exercise Tests (CPET)

Condition
Cardiopulmonary
Intervention / Treatment

-

Contacts and Locations

Torrance

The Lundquist Institute, Torrance, California, United States, 90502

Hollywood

Memorial Healthcare System, Office of Human Research, Hollywood, Florida, United States, 33021

Chicago

physIQ, Chicago, Illinois, United States, 60606

Chicago

University of Illinois Hospital & Health Sciences System, Chicago, Illinois, United States, 60608

Oakbrook Terrace

Advocate Aurora Health Institute, Oakbrook Terrace, Illinois, United States,

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

  • 1. Willing and able to comply with protocol procedures and available for the duration of the study.
  • 2. Willing to sign and date informed consent document for study participation.
  • 3. Participant is undergoing the Cardiopulmonary Exercise Test (CPET) as Standard of Care
  • 1. Participant is pregnant, lactating or ≤30 days post-partum.
  • 2. Any cognitive or physical limitations that, in the opinion of the investigator, limits the participant's ability to fully follow study procedures

Ages Eligible for Study

18 Years to

Sexes Eligible for Study

ALL

Accepts Healthy Volunteers

Yes

Collaborators and Investigators

Prolaio,

Greg Kurio, MD, STUDY_DIRECTOR, Prolaio, Inc

Study Record Dates

2025-06-30