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Olena Gutierrez

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Review Open access Jul 2026

Machine learning for early detection and risk prediction in peri-implantitis: A review

Peri-implantitis causes progressive bone loss around dental implants and arises from interacting microbial, host, behavioral and implant factors. Conventional clinical and radiographic criteria capture this complexity only partially, whereas machine learning can integrate heterogeneous data across early detection, risk...

Olena Gutierrez · 0 citations

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