[HTML][HTML] A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis
P Jiang, X Li, H Shen, Y Chen, L Wang, H Chen… - Artificial Intelligence …, 2023 - Springer
Cervical cancer is one of the most common cancers in daily life. Early detection and
diagnosis can effectively help facilitate subsequent clinical treatment and management. With …
diagnosis can effectively help facilitate subsequent clinical treatment and management. With …
Interpretable detector for cervical cytology using self-attention and cell origin group guidance
Deep learning has advanced the development of automated cervical cytology, yet limited
studies have delved into methods for incorporating medical domain knowledge, and model …
studies have delved into methods for incorporating medical domain knowledge, and model …
Coupling Self-Supervised and Supervised Contrastive Learning for Multiple Classification of Cervical Cytological Whole Slide Images
L Wang, P Jiang, W Duan, D Cao… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Cervical cytologic whole slide image (WSI) multiple classificaton (grading) is a challenging
task. Current studies typically ignore the unbalanced data distribution and require multi …
task. Current studies typically ignore the unbalanced data distribution and require multi …
MSCCNet: Multi-Scale Convolution-Capsule Network for Cervical Cell Classification
Cervical cancer is one of the fastest growing and most dangerous cancers, seriously
threatening women's health and lives. Cervical cytopathology image classification is a very …
threatening women's health and lives. Cervical cytopathology image classification is a very …