Hierarchical Cell-to-Tissue Graph Representations for Breast Cancer Subtyping in Digital Pathology.
Pushpak PatiGuillaume JaumeAntonio FoncubiertaFlorinda FeroceAnna Maria AnnicielloGiosuè ScognamiglioNadia BrancatiMaryse FicheEstelle DubrucDaniel RiccioMaurizio Di BonitoGiuseppe De PietroGerardo BottiJean-Philippe ThiranMaria FrucciOrcun GokselMaria GabraniPublished in: CoRR (2021)
Keyphrases
- breast cancer
- graph representations
- breast tissue
- dce mri
- diagnosis of breast cancer
- early detection
- logistic regression
- breast cancer diagnosis
- computer aided diagnosis
- graph theory
- graph structure
- graph representation
- cad systems
- tissue classification
- image analysis
- disease progression
- cell nuclei
- graph kernels
- breast cancer patients
- tissue samples
- mammogram images
- semi supervised learning