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Author

Zhi-Ming Cui

2 papers indexed here

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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
Preprint Aug 2026

Taming foundation model with invariance-oriented pre-training for broad-spectrum EEG analysis across signal-level, brain-state, and brain-health tasks

Objective ablations and representation analyses show that invariance-oriented pre-training improves transfer and organizes subject-sensitive neural representations beyond reconstruction alone, establishing invariance learning as a promising principle for building reusable EEG foundation models.

Yulong Dou, Han Wu, Guo Chen et al. · 0 citations

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