Dual-Hub Operations
Computational biology and engineering in New York City. Pathology operations, clinical partnerships, and laboratory networks across Mexico and Latin America.
Building the biological foundation for precision oncology in Latin America.
Uniting hospital clinical practice with global cancer research through digital pathology and artificial intelligence.
An integrated platform from tissue to clinical deployment.
Clinical Integration
Deploying PRISMA and edge compute directly into partner hospital laboratories, supporting standard diagnostic sign-out while screening routine cases for predictive biomarkers.
The Omica Cancer Atlas
100,000+ longitudinal patient records, 10,000+ multimodal characterized tumor specimens, and over 1 billion segmented cells spanning an expanding regional pathology network.
Population-First Oncology
Median 65% Indigenous American ancestry, capturing distinct genomic and morphologic drivers absent from European and TCGA reference datasets. The primary dataset, not a diversity supplement.
Research
Published work.
- Multi-modal AI for comprehensive breast cancer prognostication Nature Communications, 2026
- Population-Calibrated Pathology AI for Breast Cancer Biomarker Prediction: Benchmarking Foundation Models on a Mexican Oncology Cohort Preprint
- HER2-Positive Enrichment Driven by the HR-/HER2+ Subgroup in Mexican Breast Cancer: A Cross-Cohort Comparison Preprint