Using echocardiograms and patient data to diagnose cardiac diseases

Etiological DiagnOsis of caRdiac Diseases Based on echoCardiograpHIc Images and Clinical Data.

Observational Hospices Civils de Lyon · NCT05942729

This study is testing if using advanced technology to analyze heart ultrasound images along with patient information can help doctors better diagnose heart diseases.

Quick facts

Study typeObservational
Enrollment1000 (estimated)
Ages18 Years and up
SexAll
SponsorHospices Civils de Lyon Academic / other
Locations1 site (Pierre-Bénite)
Trial IDNCT05942729 on ClinicalTrials.gov

What this trial studies

This observational study aims to develop advanced digital tools for diagnosing cardiac diseases by analyzing echocardiographic images alongside relevant patient data. The researchers hypothesize that echocardiograms contain valuable information that can be harnessed through artificial intelligence to improve the accuracy of etiological diagnoses. By employing a transformer-based AI framework, the study seeks to model the complex interactions between high-quality echocardiographic measurements and clinical data, ultimately enhancing the prediction of cardiac conditions such as hypertension and cardiomyopathies.

Who should consider this trial

Good fit: Ideal candidates for this study are adults who have undergone transthoracic echocardiography with satisfactory image quality.

Not a fit: Patients who are minors or under curatorship or guardianship will not benefit from this study.

Why it matters

Potential benefit: If successful, this study could lead to more accurate and timely diagnoses of cardiac diseases, improving patient outcomes.

How similar studies have performed: Other studies utilizing AI for echocardiographic analysis have shown promise, indicating that this approach may lead to significant advancements in cardiac diagnostics.

Eligibility criteria

Show full inclusion / exclusion criteria
Inclusion Criteria:

* Patients with transthoracic echocardiography with satisfactory image quality (sufficient echogenicity)

Exclusion Criteria:

* Minor patients
* Patients under curatorship or guardianship

Where this trial is running

Pierre-Bénite

How to participate

  1. Review the eligibility criteria above with your treating physician.
  2. Visit the official trial page on ClinicalTrials.gov for the most current contact information and recruitment status.
  3. Contact the listed study coordinator or principal investigator to request pre-screening. Pre-screening is free and never obligates you to enroll.
Conditions Hypertension ArterialHypokineticCardiomyopathiesLeft Ventricular HypertrophyHypertensionHTNArterial HypertensionArtificial Intelligence
Last reviewed 2026-06-13 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.