Multi-center artificial intelligence-based quantitative echocardiography evaluation
A Multi-center Study on Artificial Intelligence-Based Quantitative Evaluation of Echocardiography
This project will test whether AI can automatically and accurately measure heart chamber sizes, volumes, and function from echocardiograms in adults with common cardiovascular conditions.
Quick facts
| Study type | Observational |
|---|---|
| Enrollment | 1600 (estimated) |
| Ages | 18 Years to 80 Years |
| Sex | All |
| Sponsor | First Hospital of China Medical University Academic / other |
| Locations | 37 sites (Huainan, Anhui and 36 other locations) |
| Trial ID | NCT07133516 on ClinicalTrials.gov |
What this trial studies
This multi-center observational project compares AI-generated echocardiographic measurements with manual measurements performed by physicians of different experience levels across several hospitals. It quantifies measurement deviations and consistency for key parameters such as intracardiac diameters, chamber volumes, and functional indices, and measures analysis time to determine workflow impact. The study enrolls roughly 200 cases in each of eight diagnostic categories to test AI performance in normal and pathological hearts and to explore performance in complex cases. Results will be used to create a standardized reference system for AI echo measurement and support wider clinical adoption.
Who should consider this trial
Good fit: Adults aged 18–80 with one of the specified conditions (normal heart, coronary artery disease, valvular disease, hypertensive heart disease, atrial fibrillation, heart failure, dilated cardiomyopathy, or hypertrophic cardiomyopathy) and adequate image quality are ideal candidates.
Not a fit: Patients with congenital heart disease, poor-quality echocardiographic images, or those outside the 18–80 age range are unlikely to benefit from this protocol.
Why it matters
Potential benefit: If successful, AI could standardize echo measurements, reduce inter-operator variability, and speed up reporting so more patients get consistent care sooner.
How similar studies have performed: Previous single-center and cohort studies have shown promising accuracy for AI-based echo measurements, but robust multi-center validation across diverse patient groups has been limited.
Eligibility criteria
Show full inclusion / exclusion criteria
Inclusion Criteria: 1. Age ≥18 - 80 years; 2. Types of diseases (8 in total, 200 cases each): 1. Normal heart 2. Coronary heart disease (with segmental thinning and abnormal movement) 3. Valve disease (valve stenosis or reflux) 4. Hypertensive heart disease 5. Atrial fibrillation 6. Heart failure 7. Dilated cardiomyopathy 8. Hypertrophic cardiomyopathy Exclusion Criteria: 1. Patients with congenital heart disease 2. Patients with poor image quality
Where this trial is running
Huainan, Anhui and 36 other locations
- Huainan First People's Hospital — Huainan, Anhui, China (Recruiting)
- Union Hospital Affiliated to Fujian Medical University — Fuzhou, Fujian, China (Recruiting)
- Meizhou People's Hospital — Meizhou, Guangdong, China (Recruiting)
- Shantou Central Hospital — Shantou, Guangdong, China (Recruiting)
- Shenzhen Hospital of Fuwai Hospital — Shenzhen, Guangdong, China (Recruiting)
- Shenzhen People's Hospital — Shenzhen, Guangdong, China (Recruiting)
- Affiliated Hospital of Youjiang Medical University for Nationalities — Baise City, Guangxi, China (Recruiting)
- Guilin Hospital of Traditional Chinese Medicine — Guilin, Guangxi, China (Recruiting)
- The Fourth Affiliated Hospital of Guangxi Medical University / Liuzhou Workers' Hospital — Liuzhou, Guangxi, China (Recruiting)
- Yulin First People's Hospital — Yulin, Guangxi, China (Recruiting)
- The Second Affiliated Hospital of Zunyi Medical University — Zunyi, Guizhou, China (Recruiting)
- Haikou People's Hospital — Haikou, Hainan, China (Recruiting)
- The Second Affiliated Hospital of Hebei Medical University — Shijiazhuang, Hebei, China (Recruiting)
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology — Wuhan, Hubei, China (Recruiting)
- Loudi First People's Hospital — Loudi, Hunan, China (Recruiting)
- Hunan Province Directly Affiliated TCM Hospital — Zhuzhou, Hunan, China (Recruiting)
- Baotou No.4 Hospital — Baotou, Inner Mongolia, China (Recruiting)
- Shangrao Central Hospital — Shangrao, Jiangxi, China (Recruiting)
- Shangrao People's Hospital — Shangrao, Jiangxi, China (Recruiting)
- Ansteel Group General Hospital — Anshan, Liaoning, China (Recruiting)
- Chaoyang Central Hospital — Chaoyang, Liaoning, China (Recruiting)
- Fushun Central Hospital — Fushun, Liaoning, China (Recruiting)
- Shengjing Hospital of China Medical University — Shenyang, Liaoning, China (Recruiting)
- The First Hospital of China Medical University — Shenyang, Liaoning, China (Recruiting)
- Qinghai Provincial Hospital of Cardiovascular and Cerebrovascular Diseases — Xining, Qinghai, China (Recruiting)
- The Central Hospital Affiliated to Shandong First Medical University — Tai’an, Shandong, China (Recruiting)
- Linfen People's Hospital — Linfen, Shanxi, China (Recruiting)
- The Second Affiliated Hospital of Xi'an Jiaotong University — Xi’an, Shanxi, China (Recruiting)
- Jiangyou 903 Hospital — Jiangyou, Sichuan, China (Recruiting)
- Bishan Hospital Affiliated to Chongqing Medical University — Chongqing, China (Recruiting)
- Bishan Hospital Affiliated to Chongqing University of Chinese Medicine (Chongqing Bishan District Hospital of Traditional Chinese Medicine) — Chongqing, China (Recruiting)
- Chongqing Hospital of Traditional Chinese Medicine — Chongqing, China (Recruiting)
- Chongqing People's Hospital — Chongqing, China (Recruiting)
- Fuling Hospital Affiliated to Chongqing University — Chongqing, China (Recruiting)
- The First Affiliated Hospital of Army Medical University — Chongqing, China (Recruiting)
- The Second Affiliated Hospital of Chongqing Medical University — Chongqing, China (Recruiting)
- Shanghai Changzheng Hospital — Shanghai, China (Recruiting)
Study contacts
- Study coordinator: Chunyan Ma the First Hospital of China Medical Univeristy, Ph.D
- Email: cmu1h_mcy@126.com
- Phone: 13998816448
How to participate
- Review the eligibility criteria above with your treating physician.
- Visit the official trial page on ClinicalTrials.gov for the most current contact information and recruitment status.
- Contact the listed study coordinator or principal investigator to request pre-screening. Pre-screening is free and never obligates you to enroll.