Adaptive Multi-Scale Integration Unlocks Robust Cell Annotation in Histopathology Images

Yinuo Xu, Yan Cui, Mingyao Li +1

Identifying cell types and subtypes in routine histopathology is fundamental for understanding disease. Existing tile-based models capture nuclear detail but miss the broader tissu…