Breast Cancer AI Imaging Study

NCT ID: NCT06604078

Last Updated: 2025-09-12

Basic Information

• Recruitment Status: COMPLETED
• Total Enrollment: 199 participants
• Study Classification: OBSERVATIONAL
• Study Start Date: 2024-09-05
• Study Completion Date: 2025-09-01

Brief Summary

This study aims to develop a social health platform called MammoChat (https://MammoChat.com) that allows patients to share their real-world patient data to a trusted network for development of clinical intelligence to improve patient outcomes. Therefore:

1. The investigator will establish a Discourse social network where patients can anonymously and securely share their breast imaging and interact with other patients.

2. The investigator will use standardized questionnaires to understand the impact of use of the social network on outcomes related to breast cancer screening such as anxiety.

3. The investigator will assemble a crowdsourced, de-identified radiographic repository for training, testing, and validating AI models aimed at earlier and more accurate disease detection for breast cancer.

Detailed Description

With over 40,000,000 mammograms run annually in the US, there are psychological consequences of breast cancer imaging that are well documented among patients such as stress and anxiety from largely false positive or indeterminant readings by radiologists.

This UCF MammoChat platform is one of the first projects that engages patients to donate their breast cancer imaging in an effort to reduce the psychological consequences of breast cancer imaging using social networks and artificial intelligence.

This repository will be supported and maintained by the University of Central Florida College of Medicine (UCF COM) Clinical and Aerospace Research team. These clinical research coordinators will operate the repository, including administering patients, imaging sites and transfers through an administrative panel.

Conditions

Breast Cancer; Breast Cancer Screening

Study Design

• Observational Model Type: CASE_ONLY
• Study Time Perspective: OTHER

Eligibility Criteria

Inclusion Criteria

• Adults, ages 18 and older
• Had a radiographic breast cancer imaging test, either for screening or diagnosis of breast cancer, with either positive or negative results performed in a US institution.
• Have an email account with access to a reliable internet connection or smartphone

Exclusion Criteria

• Minors , ages under 18
• Prisoners. Given the repository design, prisoners are unlikely to participate and provide a consent
• Adults who are unable to provide consent.

• Minimum Eligible Age: 18 Years
• Eligible Sex: ALL
• Accepts Healthy Volunteers: Yes

Sponsors

University of Central Florida

OTHER

Sponsor Role: lead

Responsible Party

Responsibility Role: SPONSOR

Principal Investigators

Dexter Hadley, M.D., PhD, M.S.E

Role: PRINCIPAL_INVESTIGATOR

University of Central Florida

Locations

University of Central Florida

Orlando, Florida, United States

Countries

United States

Other Identifiers

STUDY00005494

Identifier Type: -

Identifier Source: org_study_id