NCT07158450

Brief Summary

The goal of this study is to develop a wearable sensor system that can estimate left ventricular ejection fraction (LVEF), which is a measurement of the heart's function.

Trial Health

75
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
50

participants targeted

Target at P25-P50 for all trials

Timeline
4mo left

Started Oct 2025

Shorter than P25 for all trials

Geographic Reach
1 country

1 active site

Status
enrolling by invitation

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

Study Progress64%
Oct 2025Sep 2026

First Submitted

Initial submission to the registry

August 28, 2025

Completed
8 days until next milestone

First Posted

Study publicly available on registry

September 5, 2025

Completed
1 month until next milestone

Study Start

First participant enrolled

October 9, 2025

Completed
11 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

September 1, 2026

Expected
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

September 1, 2026

Last Updated

February 25, 2026

Status Verified

January 1, 2026

Enrollment Period

11 months

First QC Date

August 28, 2025

Last Update Submit

February 23, 2026

Conditions

Outcome Measures

Primary Outcomes (1)

  • Correlation between wearable-derived and transthoracic echocardiography-derived left ventricular ejection fraction estimates

    The primary analysis will compute the correlation coefficient (r) between wearable-derived model estimates of LVEF and transthoracic echocardiography-derived LVEF in the Hold-Out Test Set. The prespecified performance target is r \> 0.70.

    From baseline through study completion (up to 6 months) at each paired assessment

Secondary Outcomes (1)

  • Clinical accuracy of wearable-derived LVEF compared with echocardiography

    From baseline through study completion (up to 6 months) at each paired assessment

Study Arms (3)

Healthy

No known or suspected cardiac disease

Borderline LVEF

Known conditions that may predispose to LV dysfunction, but no prior diagnosis of reduced left ventricular ejection fraction

Reduced LVEF

Known diagnosis of reduced left ventricular ejection fraction

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64), Older Adult (65+)
Sampling MethodNon-Probability Sample
Study Population

Adults (≥18 years) recruited from participating cardiology clinics. Participants are assigned to one of three cohorts by transthoracic echocardiography (TTE): Healthy (no known structural heart disease; LVEF ≥ 55%), Borderline/Possibly reduced LVEF (LVEF 40-54% or clinical concern for decline), and Reduced LVEF (LVEF \< 40%). The population is intended to span the full spectrum of systolic function for model training and evaluation.

You may qualify if:

  • Undergoing an echocardiogram irrespective of participation in this study
  • Willing and able to provide informed consent prior to any study-related activity

You may not qualify if:

  • Have a documented allergy to potential tissue contacting system materials
  • Have any condition that would cause inaccurate TTE measurements

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Strong Memorial Hospital

Rochester, New York, 14642, United States

Location

MeSH Terms

Conditions

CardiotoxicityHeart Failure

Condition Hierarchy (Ancestors)

Heart DiseasesCardiovascular DiseasesPathologic ProcessesPathological Conditions, Signs and SymptomsDrug-Related Side Effects and Adverse ReactionsChemically-Induced DisordersRadiation InjuriesWounds and Injuries

Study Design

Study Type
observational
Observational Model
COHORT
Time Perspective
CROSS SECTIONAL
Sponsor Type
INDUSTRY
Responsible Party
SPONSOR

Study Record Dates

First Submitted

August 28, 2025

First Posted

September 5, 2025

Study Start

October 9, 2025

Primary Completion (Estimated)

September 1, 2026

Study Completion (Estimated)

September 1, 2026

Last Updated

February 25, 2026

Record last verified: 2026-01

Data Sharing

IPD Sharing
Will not share

Individual participant data will not be shared due to proprietary device algorithms and consent restrictions.

Locations