OCTON HEALTH 360
Holistic clinical AI
 All cancers
Use with patients
Cancer module

Breast Cancer

Mammography, ultrasound & MRI anomaly detection with BI-RADS-aligned reporting.

Reporting system
BI-RADS (0–6)
Imaging modalities
  • Digital Mammography
  • 3D Tomosynthesis (DBT)
  • Breast MRI
  • Breast Ultrasound
  • Pathology
Key findings OCTON surfaces
  • Clustered microcalcifications
  • Spiculated masses
  • Architectural distortion
  • Asymmetric density evolution
  • Skin / nipple retraction
Evidence base
  • USPSTF 2024 (Grade B): biennial mammography age 40–74
  • NCCN Breast Cancer Screening v1.2025
  • BMJ 2023;381:e071887 — supplemental screening in dense breasts
Risk questionnaire
  • · What is your age?
  • · Sex assigned at birth
  • · Do you have a first-degree relative with breast or ovarian cancer?
  • · Confirmed BRCA1 / BRCA2 / PALB2 / TP53 carrier?
  • · Prior imaging labelled your breasts as dense (BI-RADS C or D)?
  • · Combined hormone replacement therapy for > 5 years?
  • · First menstrual period before age 12?
  • · No full-term pregnancies, or first pregnancy after 30?
  • · Chest / mantle radiation before age 30?
See OCTON in action · early-detection demos
01 / 24
Breast cancerYou're herehigh · 78/100MMG · BI-RADS 4B
DCIS caught at BI-RADS 4B from screening mammography
Pleomorphic microcalcifications in a linear-branching distribution — high-grade DCIS suspected.
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