Gynecological Ultrasound Image Bank for Diagnostics and AI
Official title: Ultrasound Image Bank: Advancing Medical Research and Diagnostics
Run by Fondazione Policlinico Universitario Agostino Gemelli IRCCS · NCT07031921 · Data updated 2026-11-12
This project will collect gynecological ultrasound images from adult patients at a Rome hospital to build a large database for clinician training, research, and AI diagnostic tools.
Quick facts
| Study type | Observational |
|---|---|
| Ages | 18 Years and up |
| Sex | Women only |
| Enrollment | 25000 (estimated) |
| Sponsor | Fondazione Policlinico Universitario Agostino Gemelli IRCCS Academic / other |
| Locations | 1 site (Roma) |
| Status | Recruiting |
| Started | June 25, 2025 |
| Main results expected | December 30, 2026 |
| Study ends | May 30, 2030 |
| Registry record updated | March 12, 2026 |
| Trial ID | NCT07031921 on ClinicalTrials.gov |
Is this trial a fit for you?
✓Likely a good fit
Adults (≥18 years) examined at the Class Ultrasound OMIC unit of Fondazione Policlinico Gemelli who sign informed consent are eligible for enrollment regardless of ultrasound findings.
✕Probably not a fit
People under 18, those who do not give informed consent, and patients who cannot attend this single-center site are unlikely to receive direct benefit from participation.
A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.
What this trial studies
This prospective, observational, single-center project plans to enroll about 25,000 adult patients undergoing gynecological ultrasound at Fondazione Policlinico Gemelli over five years. Images will be collected during routine clinical care from people with no disease, benign conditions, or suspected malignancy. For patients who undergo surgery within three months, images will be linked to histological outcomes, and others will be linked to one-year follow-up scans to provide outcome references. The dataset will be used to support medical training, clinical research, and development and validation of AI-based diagnostic tools.
Why it matters
Potential benefit: If successful, the database could improve early and more accurate diagnosis of gynecological conditions by enhancing training and enabling better AI decision-support tools.
How similar studies have gone: Other medical imaging banks and AI projects have demonstrated promise in improving diagnostic accuracy, but similarly large, standardized gynecologic ultrasound datasets remain relatively limited.
Who can join: the full rules
Show full inclusion / exclusion criteria
Inclusion Criteria: * All patients examined at Class Ultrasound OMIC of Fondazione Policlinico Gemelli, IRCCS in Rome. * All patients can be enrolled regardless the results of ultrasound examination: no evidence of disease, suspicion of benign or malignant pathologies * Aged ≥ 18 years old * Patients who were previously enrolled and their outcome has been completed * Signature of informed consent Exclusion Criteria: * No signed informed consent;
Where it's running
-
Fondazione Policlinico Universitario Agostino Gemelli IRCCS
Roma, Italy Recruiting
Study contacts
- Principal investigator: Antonia Carla Testa — Fondazione Policlinico Universitario Agostino Gemelli
- Study coordinator: Antonia Carla Testa
- Email: antoniacarla.testa@policlinicogemelli.it
- Phone: 0630156399
Similar studies
Other studies for the same condition or treatment. Recruiting studies are listed first.
-
GYN-AIDE: AI-Driven Education to Help Gynecologic Cancer Patients
This study tests an AI chatbot to help endometrial cancer patients learn about care and HPV vaccination, and to see if using the chatbot influences vaccination uptake in a gynecologic oncology clinic.
-
Awareness and help-seeking for gynecological problems in Hong Kong
This project tries to see if awareness, knowledge, and help-seeking differ between women with gynecological conditions and the general public in Hong Kong using a questionnaire.
-
Molecular and cellular analysis of uterine lavage from gynecologic surgery
This will try a new uterine lavage catheter to collect samples from up to 50 adults having gynecologic surgery to see what cells are present.
-
Cabergoline plus coasting to reduce ovarian hyperstimulation syndrome
This test checks whether adding cabergoline to coasting lowers the chance of ovarian hyperstimulation syndrome in women at high risk during gonadotropin ovarian stimulation.
-
Immune cells in the uterine lining
This project will test whether the types of immune cells in blood match the immune cells in the uterine lining in women aged 18–45 with unexplained infertility, recurrent miscarriage, or other benign gynecologic reasons who are having an endometrial biopsy.
-
Using ultrasound to assess body composition in critically ill patients
This study is testing if ultrasound can help doctors see changes in body composition, like muscle loss and fluid shifts, in critically ill patients to improve their recovery.
How to take part
- Review the eligibility criteria above with your treating physician.
- Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
- Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.