Sanna Siitonen

Interpretable multi-modal hierarchical framework to support cytomorphological analysis of hematologic cancers

Cytomorphological analysis of bone marrow aspirate (BMA) and peripheral blood smears (PBS) remains a diagnostic cornerstone in hematology. Machine-assisted analysis could support diagnostic workflows, but remains challenging due to the imbalanced prevalence of hematologic maligna...