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TBMCGNet and TSDataset: A twin-branch multi-scale channel-gated network with a new benchmark for tooth segmentation | Synapse
March 3, 2026
TBMCGNet and TSDataset: A twin-branch multi-scale channel-gated network with a new benchmark for tooth segmentation
YY
Yugen Yi
YD
Yu Duan
WX
Weixia Xu
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Key Points
Tooth segmentation accuracy improved overall with the new benchmark dataset and network approach.
The proposed TBMCGNet achieved a measurable enhancement in performance metrics compared to existing methods.
Assessment of performance included comprehensive evaluation on various images using standard metrics.
The study highlights significant advancements in computer vision applications for dental imaging.
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Yi et al. (Mon,) studied this question.
synapsesocial.com/papers/69a765a0badf0bb9e87d9ca8
https://doi.org/https://doi.org/10.1016/j.neucom.2026.132917
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