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Author

Ding-Gang Shen

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Review Oct 2026

A Deep Learning-Based Method for Automatic Registration of Craniofacial CBCT and Multi-planar Temporomandibular Joint MRI.

OBJECTIVES To develop a fully automated multi-stage registration framework for temporomandibular joint (TMJ) imaging that enables spatial alignment between large-field-of-view cone-beam computed tomography (CBCT) and multi-planar small-field-of-view magnetic resonance imaging (MRI). METHODS The framework combined lan...

Yi-Chen Pan, Lu-Qi Yang, Zhi-Ming Cui et al. · 0 citations
Open access Jul 2026

BrainSeg: a generalized framework for comprehensive multimodal brain tissue segmentation, parcellation, and lesion labeling.

This work proposes BrainSeg, a novel unified framework for CBS by using large-scale datasets spanning the entire lifespan, with adaptability to diverse uni- and multimodal input scenarios without the need for retraining or finetuning, providing flexible and reliable analysis for large-scale neuroimaging studies.

Shijie Huang, Zifeng Lian, Deng-Qiang Jia et al. · 1 citation

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