BREAST HEALTH AI

Your Breast Health Village

MAMMOCHAT is community learning for patients navigating breast health. Every mammogram explained. Every treatment pathway sourced. Every clinical trial matched. Built for women who deserve evidence, not anxiety. Free forever.

Try MammoChat Back to Hadley Lab

Community Intelligence

TALK/MAMMOCHAT
AI breast health
CANON
HIPAA Compliant
NCT06604078
51 hospitals
interactions
20K+

Events

💪 Strong Her Women Empowerment Brunch III
AI FOR STRONG HER HEALTH. Free, evidence-based health navigation for the Caribbean diaspora community in Orlando. Supported by AdventHealth, NIH, UCF, and Florida DOH. March 28, 2026, Orlando.
LIVEOrlando
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🧠 Health AI Summit
Health AI Summit. April 08-09, 2026, San Francisco area.
UPCOMINGSan Francisco area
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🧠 Bamberg Health / Florida Healthcare Innovation Summit
Bamberg Health / Florida Healthcare Innovation Summit. April 30, 2026, Kimpton EPIC Hotel.
UPCOMINGKimpton EPIC Hotel
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🧠 CAOH 2026 Annual Scientific Conference — CaribChat Launch
CAOH 2026 Annual Scientific Conference — CaribChat Launch. July 17-19, 2026, Port of Spain.
UPCOMINGPort of Spain
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🧠 AIMed26 — AI in Medicine Global Summit
AIMed26 is the anchor event for CANONIC's 2026-2027 venue circuit. Three structural advantages no other conference offers. November 10-13, 2026, Orlando.
UPCOMINGOrlando
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🏆 PMWC 2026 — Precision Medicine World Conference
PMWC 2026 — Precision Medicine World Conference. March 04-06, 2026, Santa Clara.
PRESENTEDSanta Clara
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Community Learning

Every question asked becomes part of the community knowledge. The system learns from you. All of it is governed. All of it is permanent. You are not a user — you are a contributor to MammoChat intelligence.

📋 What does BI-RADS 4B mean?
A patient's first moment of uncertainty became governed intelligence. BI-RADS subcategories explained with evidence-based likelihood estimates.
ScreeningBI-RADS
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📅 How often should I get a mammogram?
Screening guidelines vary by age, risk factors, and family history. ACR, USPSTF, and NCCN each have recommendations, and they sometimes disagree.
ScreeningGuidelines
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💜 My coworker has breast cancer
How do I support someone with breast cancer? Community learning that goes beyond the clinical, into the human.
SupportCommunity
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🧬 Most malignant breast tumors
Triple-negative, HER2-positive, inflammatory: understanding aggressive subtypes through evidence, not fear.
PathologySubtypes
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🔬 How do I join the study?
Patients asking how to contribute to clinical research. The study is the product, and the product is the study.
ResearchNCT06604078
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📚 What are the BI-RADS categories?
From BI-RADS 0 (incomplete) to BI-RADS 6 (known malignancy). Every category explained with next steps.
ScreeningEducation
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Evidence Chain

📋 ACR BI-RADS
American College of Radiology Breast Imaging Reporting and Data System. The standard for mammogram interpretation.
GOLD
📚 NCCN Guidelines
National Comprehensive Cancer Network breast cancer guidelines. Updated annually. Evidence-based treatment pathways.
GOLD
🧬 mCODE STU3
Minimal Common Oncology Data Elements. Structured cancer staging: TNM, histology, receptor status, biomarkers.
GOLD
🔬 ClinicalTrials.gov
Live clinical trial matching with NCT numbers. NCT06604078: MammoChat at 51 enterprise hospitals.
SILVER

Partners

🏛 NIH / NCI
National Institutes of Health. StarGEO heritage (NIH BD2K UH2CA203792). Genomic intelligence foundation.
🎓 University of Central Florida
Founding Chief of AI. Department of Internal Medicine. Clinical trial operations and CTBS-certified coordination.
🏥 AdventHealth
51 enterprise hospitals. Central Florida health system. NCT06604078 trial site.
∩ CANONIC Foundation
Governance framework. MAGIC 255 compliance. Free forever for patients and screening programs.

Access

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  • BI-RADS interpretation
  • Screening guidelines
  • Clinical trial search
  • Community questions
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  • Hospital dashboards
  • mCODE integration
  • NCCN alignment
  • Unlimited sessions

Governance

∩ Every response governed. Every claim sourced. Every patient protected.
MammoChat operates under CANONIC governance at MAGIC 255 — full compliance across all 8 dimensions. The text contrast ratio (4.5:1 minimum, WCAG AA) is not a guideline; it is a constraint in CANON.md, enforced by the validator, gated at 255. If the contrast drops below the threshold, the build fails. The ungoverned pixel does not reach the patient.
255/255
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