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cs.CV2026
CFCH: Coarse-Fine Collaborative Hierarchical Learning for Anterior Segment Disease Analysis
Peng Wang, Haohan Zou, Yanlin Wu +3
Accurate classification of anterior segment diseases is crucial for ophthalmic screening and diagnosis. However, slit-lamp image analysis remains challenging due to substantial var…
cs.CV2025
Deep Learning in Dental Image Analysis: A Systematic Review of Datasets, Methodologies, and Emerging Challenges
Zhenhuan Zhou, Jingbo Zhu, Yuchen Zhang +3
Efficient analysis and processing of dental images are crucial for dentists to achieve accurate diagnosis and optimal treatment planning. However, dental imaging inherently poses s…
cs.CV2025
Cross-Frequency Collaborative Training Network and Dataset for Semi-supervised First Molar Root Canal Segmentation
Zhenhuan Zhou, Yuchen Zhang, Along He +3
Root canal (RC) treatment is a highly delicate and technically complex procedure in clinical practice, heavily influenced by the clinicians' experience and subjective judgment. Dee…