Using AI to predict multi-system diseases through ECG analysis

Early ECG Prediction of Multi-system Disease Cohort Establishment and Follow Up

RenJi Hospital · NCT06924580

This study is testing whether using artificial intelligence with heart tests can help doctors better diagnose diseases that affect multiple parts of the body.

Quick facts

Study typeObservational
Enrollment500000 (estimated)
SexAll
SponsorRenJi Hospital (other)
Locations1 site (Shanghai, Shanghai Municipality)
Trial IDNCT06924580 on ClinicalTrials.gov

What this trial studies

This multicenter observational study investigates the effectiveness of artificial intelligence-enhanced electrocardiography (AI-ECG) in diagnosing multi-system diseases. By collecting data from various patient populations, including inpatients and outpatients, the study aims to develop ECG-based models for diagnosing and predicting a range of systemic conditions. The research focuses on understanding how ECG abnormalities correlate with diseases affecting multiple systems, such as endocrine and metabolic disorders, and aims to improve diagnostic accuracy and patient outcomes.

Who should consider this trial

Good fit: Ideal candidates include patients who have undergone ECG examinations at the participating hospital and have relevant clinical data.

Not a fit: Patients who decline participation, have incomplete clinical data, or are pregnant may not benefit from this study.

Why it matters

Potential benefit: If successful, this study could enhance early detection and management of multi-system diseases, leading to better patient outcomes.

How similar studies have performed: Other studies have shown promise in using AI for ECG analysis, suggesting potential success for this novel approach.

Eligibility criteria

Show full inclusion / exclusion criteria
Inclusion Criteria:

1. Patients who visited the study hospital.
2. Patients included should have both ECG data and discharge diagnosis codes (ICD-10) for inpatients and emergency patients.

Exclusion Criteria:

1\. Patients who declined participation, cases with incomplete or missing clinical data, and pregnant individuals.

Where this trial is running

Shanghai, Shanghai Municipality

Study contacts

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.

View on ClinicalTrials.gov →

Conditions: Public Health, Public Health System Research, Multi-system Disease Diagnosis

Last reviewed 2026-05-15 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.