Breast Cancer AI Imaging Study

Last updated: September 11, 2025
Sponsor: University of Central Florida
Overall Status: Completed

Phase

N/A

Condition

Breast Cancer

Cancer

Treatment

N/A

Clinical Study ID

NCT06604078
STUDY00005494
  • Ages > 18
  • All Genders
  • Accepts Healthy Volunteers

Study 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.

Eligibility Criteria

Inclusion

Inclusion Criteria:

  • Adults, ages 18 and older

  • Had a radiographic breast cancer imaging test, either for screening or diagnosis ofbreast cancer, with either positive or negative results performed in a USinstitution.

  • Have an email account with access to a reliable internet connection or smartphone

Exclusion

Exclusion Criteria:

  • Minors , ages under 18

  • Prisoners. Given the repository design, prisoners are unlikely to participate andprovide a consent

  • Adults who are unable to provide consent.

Study Design

Total Participants: 199
Study Start date:
September 05, 2024
Estimated Completion Date:
September 01, 2025

Study 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.

Connect with a study center

  • University of Central Florida

    Orlando, Florida 32827
    United States

    Site Not Available

  • University of Central Florida

    Orlando 4167147, Florida 4155751 32827
    United States

    Site Not Available

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