Mirai-MRI: Validation of AI Models for Breast Cancer Risk

Trial statusRecruiting
Trial phaseNot applicable
Trial typeInterventional
Biological sexFemale
Age40-89
SponsorUniversity of California, San Francisco

About this trial

This is a multi-center, single arm trial to evaluate the cancer detection rate of supplemental screening magnetic resonance imaging (MRI) in participants who are high-risk by Mirai-MRI assessment. Mirai is an accurate cancer risk model based on full-resolution mammograms.

Eligibility criteria

Qualifiers

All asymptomatic participants assigned female at birth, ages 40-89 years old with screening mammography assessed as Breast Imaging Reporting and Data System (BI-RADS) 1, BI-RADS 2, or initial BI-RADS 0 with subsequent diagnostic mammogram assessed as BI-RADS 1 or BI-RADS 2.

Screening mammogram assessed as high-risk by Mirai (top 3 percentile of 2-year risk).

Availability of a routine screening mammogram report, along with a subsequent diagnostic mammogram report if applicable, and access to the corresponding Digital Imaging and Communications in Medicine (DICOM) images.

Ability to understand and the willingness to sign a written informed consent document.

Disqualifiers

Screening mammogram that is assessed as BI-RADS 0 for technical recall.

Metallic foreign body in the eye.

MRI unsafe implants and/or medical devices.

Adverse reaction to a (gadolinium-based) contrast agent in the past.

Trial design

Treatments tested in this trial

  • Magnetic resonance imaging (MRI)
  • Artificial Intelligence (AI)

Treatment groups

400 Participants
are divided into 1 treatment group

Sponsors and collaborators

University of California, San Francisco

Lead sponsor

Breast Cancer Research Foundation

Collaborator