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Xianju Xie

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Open access Aug 2026

Vision-Language Model as a ‘Zero-Shot’ Assistant for Evaluating Condylar Osseous Changes in Cone-beam Computed Tomography

VLMs, particularly Gemini-3, exhibit zero-shot capabilities in identifying condylar changes and generating high-quality diagnostic reports, and demonstrate potential as preliminary, training-free screening aids in oral maxillofacial radiology.

Ke Chen, Andrew Zhang, Xian-Ju Xie et al. · 1 citation

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