Benchmarking Deformable-Attention Graph Networks and Other Aggregators on Prov-GigaPath Features for Canine Cutaneous Tumor Classification
Whole-slide image (WSI) classification in veterinary computational pathology usually freezes a human-pretrained pathology foundation model as the tile encoder and trains a light slide-level aggregator on top. Whether the choice of aggregator matters for small canine cohorts has not been tested under a common protocol....
SeongJong Lee, Jang‐Eui Hong, Soochong Kim et al.
· Applied Sciences · 0 citations