Open access
Oct 2026
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...
Lin-Yun Zhou, Qiu-Yu Cai, Xiao-Ling Wang et al.
· Bioinformatics · 0 citations