Health Electronic Assessment of Risks and Trends Using Biometric Equipment and Technology (HEARTBEAT)

March 3, 2026 updated by: Tulane University

Health Electronic Assessment of Risks and Trends Using Biometric Equipment and Technology: HEARTBEAT

This is a phase 0, non-interventional, longitudinal, electronic data capture (EDC) study to facilitate the HEARTBEAT Study project has set out to explore the potential use of smartwatches in collecting and analyzing biometric data to improve the detection, identification, and understanding of cardiovascular diseases and related conditions by SAMSUNG and Tulane. The study will include up to ten thousand adult subjects tasked with wearing a smartwatch to collect digital biomarker data over a 1 year period. Concurrent to smartwatch data collection, subjects will be instructed to complete questionnaires via the Huma Decentralized Clinical Trials (HUMADCT) platform. There are no investigational drugs or interventions administered as part of this study.

Study Overview

Status

Recruiting

Conditions

Intervention / Treatment

Detailed Description

The central hypothesis in the HEARTBEAT project posits that cardiovascular events are preceded by abnormalities in biometric signals obtained from a smartwatch. These abnormalities may include, but are not limited to, patterns of heart rate, heart rate variability, oxygen saturation, as well as raw PPG signals. By leveraging advanced analytics and machine learning algorithms on smartwatch-derived biometric data, the investigators plan to identify patterns and markers that signal an increased cardiovascular disease risk.

The study will use an end-to-end decentralized approach for data collection. Huma and Alcedis, the electronic data capture (EDC) agencies, will act as the data storage facilitator for 10,000 eligible subjects. The Principal Investigators (PIs) and trained site staff members will assess healthy subjects based on their clinical opinion. If the subjects meet the eligibility criteria and are interested in participating, they will be consented by Tulane.

During the study enrollment phase, a smartwatch will be provided to the subjects, who will then be trained on the study procedures, the web-based questionnaire, and the use of the wearable device. The subjects will be asked to wear the device for one year, after which they will return it to Tulane.

Study Type

Observational

Enrollment (Estimated)

10000

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Contact Backup

Study Locations

    • Louisiana
      • New Orleans, Louisiana, United States, 70112
        • Recruiting
        • University Medical Center
        • Principal Investigator:
          • Nassir Marrouche, MD
        • Contact:
        • Contact:
      • New Orleans, Louisiana, United States, 70006
        • Recruiting
        • East Jefferson General Hospital
        • Principal Investigator:
          • Nassir Marrouche, MD
        • Contact:
        • Contact:
      • New Orleans, Louisiana, United States, 70112
        • Recruiting
        • Tulane University Medical Group Clinics
        • Principal Investigator:
          • Nassir Marrouche, MD
        • Contact:
        • Contact:

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.

Eligibility Criteria

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

Yes

Sampling Method

Probability Sample

Study Population

This study will include 10,000 patients older than 18 years who will either be healthy or with a pre-existing heart condition.

Description

Inclusion Criteria:

  • Patients with at least one cardiovascular disease (heart failure, cardiac arrhythmias, chronic kidney disease, coronary artery disease, history of stroke/Transient Ischemic Attack (TIA), or diabetes mellitus).
  • Patients visiting a primary care provider for any reason without any of the previously mentioned cardiovascular diseases. (Healthy cohort, limited up to 500 patients throughout the study).

Exclusion Criteria:

  • Participants who cannot read, speak, and/or understand English.
  • Participants with cognitive impairments who are unable to give informed consent or sign their HIPAA form.
  • Participants with cognitive impairments affecting their ability to be compliant with wearing and maintaining wearable devices.
  • Participants who are pregnant.
  • Participants with tattoos, scars, or skin adhesions that would not allow for Photoplethysmography (PPG) recordings to be collected from a wrist-worn device.
  • Participants with neurological disorders that may interfere with device signal quality (e.g., hand tremors).
  • Participants with a pacemaker.
  • Participants with allergies to watch and/or wristband materials.
  • Participants with known plans to permanently leave the state of Louisiana within the observational period.
  • Participants who have no known medical history with any of the enrolling institutions.
  • Patients without a compatible smartphone (iOS 13 & Android 11 at minimum).

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

Cohorts and Interventions

Group / Cohort
Intervention / Treatment
Cohort arm
Patients with at least one cardiovascular disease, 9500 subjects.
Sensors on the smartwatch will measure vitals such as heart rate, blood pressure, oxygen saturation, body composition, and electrocardio gram (ECG)
Healthy arm
Patients visiting a primary care provider for any reason without any cardiovascular diseases, 500 subjects.
Sensors on the smartwatch will measure vitals such as heart rate, blood pressure, oxygen saturation, body composition, and electrocardio gram (ECG)

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
The incidence of cardiovascular events indicative of progression of pre-existing cardiovascular conditions
Time Frame: 1 Year
These endpoints will be collected from the electronic health records using the International Classification of Diseases Tenth Edition (ICD-10) codes, prompted by a patient survey conducted via the use of a smart phone app. The investigators will use the the patient's survey answers as a prompt to check the EMR. If in the survey a patient mentions they had a cardiovascular incidence, then the EMR data will be checked to see the reports from the ER visit to confirm the incidence. The number that will be reported is the total number of cardiovascular incidences in each patient over the period of 1 year.
1 Year
The incidence of new cardiovascular diseases events
Time Frame: 1 Year
These endpoints will be collected from the electronic health records using the International Classification of Diseases Tenth Edition (ICD-10) codes, prompted by a patient survey conducted via the use of a smart phone app. The investigators will use the the patient's survey answers as a prompt to check the EMR. If in the survey a patient mentions they had a cardiovascular incidence, then the EMR data will be checked to see the reports from the ER visit to confirm the incidence and check to confirm if the patient developed a new cardiovascular disease. The number that will be reported is the total number of cardiovascular incidences in each patient over the period of 1 year.
1 Year

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Collaborators

Investigators

  • Principal Investigator: Nassir Marrouche, MD, Tulane University

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

October 8, 2024

Primary Completion (Estimated)

October 1, 2027

Study Completion (Estimated)

October 1, 2027

Study Registration Dates

First Submitted

December 21, 2024

First Submitted That Met QC Criteria

December 21, 2024

First Posted (Actual)

December 31, 2024

Study Record Updates

Last Update Posted (Actual)

March 5, 2026

Last Update Submitted That Met QC Criteria

March 3, 2026

Last Verified

March 1, 2026

More Information

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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