Predicting the 10-year risk of cataract surgery using machine learning techniques on questionnaire data: findings from the 45 and Up Study

BACKGROUND/AIMS: To investigate the feasibility and accuracy of using machine learning (ML) techniques on self-reported questionnaire data to predict the 10-year risk of cataract surgery, and to identify meaningful predictors of cataract surgery in middle-aged and older Australians. METHODS: Baselin...

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Detalles Bibliográficos
Autores principales: Wang, Wei, Han, Xiaotong, Zhang, Jiaqing, Shang, Xianwen, Ha, Jason, Liu, Zhenzhen, Zhang, Lei, Luo, Lixia, He, Mingguang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2022
Materias:
Clinical Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9606508/
https://www.ncbi.nlm.nih.gov/pubmed/34039562
http://dx.doi.org/10.1136/bjophthalmol-2020-318609

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9606508/
https://www.ncbi.nlm.nih.gov/pubmed/34039562
http://dx.doi.org/10.1136/bjophthalmol-2020-318609

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