ClinicalTrials.gg
Enrolling by invitationNCT07827105Updated Sep 18, 2026

ECG-based AI Screening for Cases of Undiagnosed Moderate-to-Severe Aortic Stenosis in the Primary Care Setting

An observational study in Aortic Stenosis, sponsored by AccurKardia, Inc.. Enrolling by invitation at 1 site in United States. Open to participants aged 65 Years and older, including healthy volunteers. Per ClinicalTrials.gov, last updated 2026-09-18.

Sponsored by AccurKardia, Inc. · Observational

Study type
Observational
Model
Cohort
Time perspective
Prospective
Enrollment
4,000
Ages
65 Years and older
Sex
All
01

Study summary

The goal of this observational study is to learn whether AccurKardia's AK-AVS algorithm can help identify moderate-to-severe aortic stenosis (AS), a narrowing of the heart's aortic valve, in older adults who have not yet been diagnosed. The main question it aims to answer is if AK-AVS can correctly identify participants who have undiagnosed moderate-to-severe aortic stenosis, based on a routine heart tracing (electrocardiogram).

Approximately 4,000 electrocardiograms (ECGs) already collected as part of routine primary care, urgent care, or emergency room visits will be reviewed by the AK-AVS algorithm. Patients whose ECGs are flagged as showing a possible sign of aortic stenosis will be invited to complete a symptom questionnaire, a physical exam, and heart ultrasound (echocardiogram) to confirm whether aortic stenosis is present.

Read the detailed description

This is a prospective, single-arm cohort study which screens approximately 4,000 de-identified 12-lead ECGs by the AK-AVS algorithm. Participants whose ECGs are flagged as positive are approached for consent and undergo a clinical evaluation. Point-of-care ultrasound is additionally performed for the first 10 patients. Confirmatory echocardiography is obtained when clinically indicated by this evaluation, and participants with confirmed AS or other clinically significant incidental findings are referred to the Heart Team for evaluation.

02

Conditions studied

  • Aortic Stenosis

Keywords

  • Aortic stenosis
  • AS
  • aortic valve
  • cardiovascular
  • ECG
  • AI algorithm
  • echocardiography
  • electrocardiogram
03

In context

Aortic Valve Stenosis

1,025 studies on the registry are indexed under Aortic Valve Stenosis; 293 are open to participants now.

This study's planned enrollment of 4,000 is above the median of 200 across 435 observational studies indexed under Aortic Valve Stenosis.

Browse Aortic Valve Stenosis studies →

Lead sponsor

AccurKardia, Inc. is the lead sponsor of 2 studies on the registry; 2 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
65 Years and older
Sexes eligible
All
Accepts healthy volunteers
Yes
Sampling method
Probability sample

Study population

Participants will be drawn from patients 65 years of age or older with 12-lead ECGs on file at a primary care outpatient office, urgent care facility, or emergency department. Eligible ECGs, acquired within the prior 6 months, will be identified through electronic health record review and randomly selected by the principal investigator for AK-AVS screening.

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • ECGs from primary care or ER visits
  • ECGs must include all relevant parameters for AK-AVS intake
  • Patients aged 65 and older at the time of the

Subgroup analysis:

  • Patients with Insulin Resistance (pre-diabetic), Diabetes Mellitus, and Chronic Kidney Disease
  • Patients with hypertension

Exclusion criteria

Exclusion Criteria:

  • Poor Quality (as indicated by cardiology information system)
  • Patients already seen by cardiology, to effectively exclude:

Pacemaker / Paced rhythm (EF) less than 40% Left ventricular hypertrophy (LVH) Prior diagnosis of Aortic Stenosis Prior diagnosis of heart failure Prior myocardial infraction (MI) Prior cardiac surgery

Terms in these criteria, in plain language(2)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

ECG (electrocardiogram)

A recording of the heart’s electrical activity, taken with stickers on the chest, arms and legs. It takes a few minutes and does not hurt.

LVEF (left ventricular ejection fraction)

The share of blood the heart’s main pumping chamber (the left ventricle) pushes out with each beat, measured by an echocardiogram (heart ultrasound) or a MUGA scan. About 50–70% is normal.

05

Study design

Observational model
Cohort
Time perspective
Prospective
Enrollment
4,000 participants (estimated)
Patient registry
No

Interventions

  • DeviceAK-AVS

    AI-based ECG algorithm for aortic stenosis detection

06

What researchers measure

Primary outcomes

  1. Sensitivity of AK-AVS Algorithm for Detection of Moderate-to-Severe Aortic Stenosis as Confirmed by Echocardiography

    Proportion of participants with an echocardiogram-confirmed diagnosis of moderate-to-severe aortic stenosis among those with a positive result from the AK-AVS algorithm, calculated with a 95% confidence interval

    Time frame: Through study completion, an average of 6 months

  2. Positive Predictive Value of AK-AVS Algorithm-Positive Results as Confirmed by Echocardiography

    Proportion of algorithm-positive results confirmed as true moderate-to-severe aortic stenosis by echocardiogram, out of all algorithm-positive results evaluated

    Time frame: Through study completion, approximately 6 months

Secondary outcomes

  1. Relation of False-Positive AK-AVS Results to Other Cardiac Pathologies

    Among participants with a positive AK-AVS result not confirmed as moderate-to-severe aortic stenosis by echocardiogram, proportion attributable to other identifiable cardiac pathologies on echocardiography

    Time frame: Through study completion, an average of 6 months

  2. Susceptibility of False-Positive AK-AVS Results to Future Clinically Relevant Aortic Stenosis

    Among participants with a positive AK-AVS result not confirmed as moderate-to-severe aortic stenosis by echocardiogram, proportion assessed as having findings suggestive of susceptibility to future clinically relevant aortic stenosis

    Time frame: Through study completion, an average of 6 months

  3. Rate of Clinically Significant Incidental Cardiac Findings on Echocardiography

    Proportion of participants undergoing confirmatory echocardiography with incidental findings of heart failure, left ventricular hypertrophy, or other clinically significant cardiac comorbidities warranting further evaluation

    Time frame: Through study completion, an average of 6 months

  4. Proportion of Confirmed Aortic Stenosis Cases with Absent Murmur

    Among participants with echocardiogram-confirmed moderate-to-severe aortic stenosis, proportion presenting without a cardiac murmur on clinical evaluation

    Time frame: Through study completion, an average of 6 months

  5. Proportion of Confirmed Aortic Stenosis Cases with Absent AS Symptoms

    Among participants with echocardiogram-confirmed moderate-to-severe aortic stenosis, proportion presenting without aortic stenosis-related symptoms on clinical evaluation

    Time frame: Through study completion, an average of 6 months

  6. Proportion of Confirmed Aortic Stenosis Cases with Confounding Conditions Affecting Murmur Detection

    Among participants with echocardiogram-confirmed moderate-to-severe aortic stenosis, proportion presenting with conditions known to obscure murmur detection (e.g., low aortic flow, chronic obstructive pulmonary disease)

    Time frame: Through study completion, an average of 6 months

  7. Diagnostic Concordance of Point-of-Care Ultrasound with Echocardiography for Ruling Out Aortic Stenosis

    Among participants evaluated during the initial pilot phase, the proportion for whom point-of-care ultrasound (5-chamber view) findings were concordant with confirmatory echocardiography in ruling out aortic stenosis

    Time frame: Up to 2 months from study initiation

  8. Time to Diagnosis of Aortic Stenosis from Initial Electrocardiogram

    Time interval from the date of the initial ECG used for AK-AVS screening to the date of confirmatory echocardiographic diagnosis of moderate-to-severe aortic stenosis

    Time frame: From date of initial ECG to date of confirmatory diagnosis, assessed up to 12 months

07

Study locations

1 site
08

References and documents

Individual participant data

Plan to share: Undecided

No publications or documents are linked to this record.

09

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Started Aug 2026 (actual). Primary completion is estimated for Feb 2027, 6 months after the start.

Of 37 industry-sponsored observational studies under Aortic Valve Stenosis, half reached primary completion within 34 months of starting (the median), counting those still running; a quarter within 21 and three quarters within 47. This study's planned 6 months is below that.

Counting every sponsor, half of 242 studies reached it within 42 months; a quarter within 23 and three quarters within 86.

How these figures are worked out, and which studies are left out of them.

Registered
Sep 14, 2026
First posted
Sep 18, 2026
StartActual
Aug 21, 2026
Primary completionEst.
Feb 2027
CompletionEst.
Mar 2027
Last update
Sep 18, 2026
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Sep 18, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT07827105
Lead sponsor
AccurKardia, Inc.
Responsible party
Sponsor
First posted
Sep 18, 2026
Start date
Aug 21, 2026
Primary completion
Feb 2027 (estimated)
Completion
Mar 2027 (estimated)
Last update
Sep 18, 2026

Oversight

FDA-regulated drug
No
FDA-regulated device
Yes
View the source record on ClinicalTrials.gov ↗

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