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Wensi Duan

2 accepted papers

2024

Coupling Self-Supervised and Supervised Contrastive Learning for Multiple Classification of Cervical Cytological Whole Slide Images

ICASSP 2024accepted

Cervical cytologic whole slide image (WSI) multiple classificaton (grading) is a challenging task. Current studies typically ignore the unbalanced data distribution and require multi-class annotations to learn cell features for WSI grading, which largely suffers from label noise. In this paper, we d…

Cited by 0SourceScholar
2023

MASKED-AP: Attention Pyramid Convolutional Neural Network with Mask for Cervical Cell Classification

ICASSP 2023accepted

The automatic and effective cervical cell classification technique is critical for cervical cytology screening and cervical cancer prevention. We notice that cervical cell classification is a fine-grained classification task. The difference between classes is small while the difference within a clas…

Cited by 0SourceScholar