Michal Mackiewicz

Findings support Brain-PACE as a complementary longitudinal imaging phenotype with sensitivity to relevant clinical and biological changes in early neurodegeneration and extend the LILAC framework by combining spatial attention with soft label distribution learning and a Cram\'er distance objective.

Frozen image features can still achieve state-of-the-art weakly supervised classification and localization performance in ovarian cancer histopathology, thanks to contrastive and prototype learning.