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Development and international validation of logistic regression and machine-learning models for the prediction of 10-years molar loss.

Giuseppe TroianoLuigi NibaliHari C PetsosPeter EickholzMuhammad H A SalehPasquale SantamariaJian JiaoShuwen ShiHuanxin MengKhrystyna ZhurakivskaHom-Lay WangAndrea Ravidà
Published in: Journal of clinical periodontology (2022)
Through a multicenter collaboration, both prognostic models for the prediction of molar loss were developed and externally validated. An Ensembled model showed the best performance in terms of both discrimination and validation, it is made freely available to clinicians for widespread use in clinical practice.
Keyphrases
  • machine learning
  • clinical practice
  • artificial intelligence
  • cross sectional
  • big data
  • clinical trial