← All use-cases
Breast cancer
Research track covering stratification and multimodal breast cancer risk modeling — conservative outputs with uncertainty first-class.
Research-only disclaimer
These demonstrator use cases are provided for scientific research and exploration purposes only.
They do not constitute medical diagnosis, clinical decision support, or treatment recommendation.
Included use-cases
Use-case 2
Breast cancer risk stratification into 4 research classes (from a ~30-question questionnaire)
Structured tabular modeling with missingness handling and conservative class interpretation.
View use-case
Oncology • Questionnaire / clinical variables
Research-only • Auditable
Demonstrator
Use-case 3
5-year breast cancer risk modeling (from multimodal imaging + clinical variables)
Multimodal fusion with modality contribution and uncertainty-aware interpretation.
View use-case
Oncology • Multimodal imaging
Research-only • Auditable
Demonstrator