Qiu-Yu Cai

FMCerNet: frequency-aware multi-label learning for fine-grained cervical cytology screening

The Frequency-Aware Multi-Label Learning Network (FMCerNet), a tile-level feature extractor equipped with a Large-Field Frequency-Enhanced ViT backbone and a Coarse-to-Fine multi-label classification head that improves the accuracy of positive screening and fine-grained subtype classification while maintaining high inf...