ARTIFICIAL INTELLIGENCE IN DENTAL IMPLANTOLOGY From Diagnosis to Rehabilitation: Harnessing Machine Learning,Deep Learning, and Digital Workflows in Implant Practice
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- Englisch ausgewählt
Fr. 67.90
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
26.06.2026
Verlag
LAP LAMBERT Academic PublishingSeitenzahl
56
Maße (L/B/H)
22/15/0.4 cm
Gewicht
102 g
Sprache
Englisch
EAN
9786630164404
Artificial intelligence is rapidly reshaping dental implantology by enhancing precision and efficiency at every stage of treatment - from AI-driven CBCT segmen...Artificial intelligence is rapidly reshaping dental implantology by enhancing precision and efficiency at every stage of treatment - from AI-driven CBCT segmentation that reduces bone analysis time by 98%, to machine learning models that predict implant failure with AUC values up to 0.92, to robotic surgical systems achieving placement deviations below 1 mm, to deep learning tools that detect early periimplant bone loss with nearly double the sensitivity of unaided clinicians. Prosthetic workflows benefit equally, with generative AI producing crown and abutment designs statistically comparable to experienced technicians, while natural language processing and predictive analytics are streamlining documentation and recall management. Despite this progress, critical limitations persist - training datasets remain largely non-diverse, prospective validation is sparse, and regulatory frameworks are still evolving - underscoring the fundamental principle that AI serves as a decision-support tool.
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