Non-Invasive Identification of Endometrial Cancer/Endometrial Atypical Hyperplasia With an AI-Based Classifier Applied to Transvaginal Ultrasound in Patients With Post-Menopausal Bleeding
For patients and families
In plain language
An automatic summary of structured registry data. It is an orientation aid, not a substitute for the official protocol or a physician assessment.
- What is being studied
- The protocol lists: Non-Interventional Study.
- Who it may be relevant to
- Registry conditions: Endometrial Carcinoma. Basic parameters: from 55 years · Female.
- What needs checking
- Age, condition and sex are only basic indicators. Prior treatment, laboratory values and other mandatory requirements appear in the eligibility criteria below.
- Where it takes place
- United States
- Next step
- Save the trial, show it to the treating physician, and confirm current recruitment with the study center. Costs, documents and travel →
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Overview
This study evaluates if AI can be used with transvaginal ultrasound images for early detection of endometrial cancer or premalignant lesions.
Detailed description
PRIMARY OBJECTIVE:
I. Prospective validation of an artificial intelligence (AI) algorithm applied to transvaginal ultrasound (TVUS) to identify patients with premalignant/malignant in a population of women with postmenopausal bleeding (PMB).
OUTLINE: This is an observational study.
Patients undergo a transvaginal ultrasound examination and endometrial sampling per standard of care and have their medical records reviewed on study.
Interventions
- Other Non-Interventional Study
Non-Interventional Study
Primary outcome measures
- Accuracy of artificial intelligence (AI) algorithm applied to transvaginal ultrasound (TVUS) [Time frame: Baseline]
Eligibility criteria
Inclusion criteria
- Age ≥ 55 years
- At least one episode of postmenopausal bleeding (PMB)
- Endometrial biopsy available from at Mayo Clinic (MN, AZ, FL), Mayo Clinic Health System (MCHS), or an external institution
- Acceptance to participate in the study
Exclusion criteria
- Diagnostic tests performed more than 90 days apart
- Physical impediment/refusal to undergo transvaginal ultrasound (TVUS)
Criteria are shown verbatim from the registry (in English). Final eligibility is always assessed by the study center.
Healthy volunteers: No
Study design
- Observational model
- Case-only
Study locations
United States · 3 centers
- Mayo Clinic in Arizona — Scottsdale
- Mayo Clinic in Florida — Jacksonville
- Mayo Clinic in Rochester — Rochester
Identifiers
NCT: NCT06365905 · 23-011680 · NCI-2024-02550 · 23-011680