Oncoformer Early Cancer Risk Workbench

v2.4-Transformer
COMPASS (Asian Cohort)
UK Biobank (Validation)
Multi-Organ Pre-Diagnostic Trajectory (-36 Mo to Present)
— GI — Hepatic — Hematologic — Pulmonary — Breast/Prostate
Integrated Gradients Attributions
Δ Risk Impact
Cross-Cohort Domain Shift & Calibration
COMPASS vs UK Biobank

Oncoformer Clinical Trajectory Brief Generated


      


    


  


  
  


  
  


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