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The Application of Artificial Neural Networks and Logistic Regression in the Evaluation of Risk for Dry Eye after Vitrectomy

Supervised machine-learning (ML) models were employed to predict the occurrence of dry eye disease (DED) after vitrectomy in this study. The clinical data of 217 patients receiving vitrectomy from April 2017 to July 2018 were used as training dataset; the clinical data of 33 patients receiving vitre...

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Detalhes bibliográficos
Publicado no:J Ophthalmol
Main Authors: Yang, Wan-Ju, Wu, Li, Mei, Zhong-Ming, Xiang, Yi
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7191413/
https://ncbi.nlm.nih.gov/pubmed/32377409
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/1024926
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