Large AI Models in Dental Healthcare: From General-Purpose Systems to Domain-Specific Foundation Models
How dental-specific foundation models are transforming oral healthcare diagnostics and patient communication.
Background: Oral diseases affect nearly 3.5 billion people worldwide, yet the comparative clinical potential of large-scale AI models in dentistry remains poorly understood. Three distinct model categories have emerged: language-generative models, discriminative vision foundation...
ArXiv CS.AI
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The shift from general-purpose AI to domain-specific dental foundation models marks a critical evolution in achieving precision diagnostics. By bridging the gap between text-based reasoning and visual segmentation, these specialized systems are setting the stage for more reliable, AI-driven clinical workflows.
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