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Wearables and Cardiac Rehabilitation

Estimating Recovery in Cardiac Rehabilitation Using Mobile Health Technology and Personalized Machine Learning

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT06065319
Enrollment
18
Registered
2023-10-03
Start date
2023-10-01
Completion date
2024-10-01
Last updated
2024-09-23

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Cardiac Rehabilitation

Keywords

Cardiac Rehabilitation

Brief summary

The goal of this study is to collect wearable sensor data that the investigators hypothesize will be useful in future algorithm development for monitoring recovering of participants enrolled in cardiac rehabilitation programs. Participants will be provided one or more smartwatches and/or smart rings to wear during a 14 week study which includes 2 weeks of baseline data collection and a 12-week, 36-session cardiac rehabilitation program. They will capture a pre-assessment 6 minute walk tests and a post-assessment 6 minute walk test. They will otherwise conduct standard cardiac rehabilitation program procedures and our sensors will capture data and sleep information throughout the study period.

Detailed description

The goal of this study is to collect wearable sensor data that the investigators hypothesize will be useful in future algorithm development for monitoring the recovery of participants enrolled in cardiac rehabilitation programs. Participants will be provided one or more smartwatches and/or smart rings to wear during a 14 week study which includes 2 weeks of baseline data collection and a 12-week, 36-session cardiac rehabilitation program. They will capture a pre-assessment 6 minute walk tests and a post-assessment 6 minute walk test. They will otherwise conduct standard cardiac rehabilitation program procedures and our sensors will capture data and sleep information throughout the study period. This work will use data from cardiac rehabilitation, captured from smartwatches, and data from rest/sleep, captured from smartwatches and smartrings, to see if there are trends in recovery that can be modeled. Recovery is measured as an improvement in 6 minute walk test performance over the course of cardiac rehabilitation.

Interventions

Participants will wear smartwatches and smartrings and this data will be used to design algorithms which seek to find associations between device data and recovery.

Sponsors

Ascension Health
CollaboratorINDUSTRY
Texas A&M University
Lead SponsorOTHER

Study design

Observational model
COHORT
Time perspective
PROSPECTIVE

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
No

Inclusion criteria

* Enrollment in Cardiac Rehabilitation - eligible all-comers to Cardiac Rehabilitation * Age 18 or older * Native English speaker

Exclusion criteria

* Inability to wear one or more SmartWatches or Smartring * Inability to walk unassisted * Inability to participate in cardiac rehabilitation * Inability to use a smartphone to aid in upload of remote data * Lack of smartphone to use in the study * There is a change in participant health such that the participant meets any of the

Design outcomes

Primary

MeasureTime frameDescription
Improvement in cardiac function12 weeks, 36 session cardiac rehabilitationImprovement in the 6 minute walk test performance from pre assessment to post assessment

Countries

United States

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026