Article info

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

Authors

  • Wei Wang State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China PubMed articlesGoogle scholar articles
  • Xiaotong Han State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China PubMed articlesGoogle scholar articles
  • Jiaqing Zhang State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China PubMed articlesGoogle scholar articles
  • Xianwen Shang Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, ChinaCentre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, Australia PubMed articlesGoogle scholar articles
  • Jason Ha Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, Australia PubMed articlesGoogle scholar articles
  • Zhenzhen Liu State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China PubMed articlesGoogle scholar articles
  • Lei Zhang Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, AustraliaArtificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, AustraliaCentral Clinical School, Faculty of Medicine, Monash University, Melbourne, Victoria, AustraliaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Henan, China PubMed articlesGoogle scholar articles
  • Lixia Luo State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China PubMed articlesGoogle scholar articles
  • Mingguang He State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, ChinaCentre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, AustraliaOphthalmology, Department of Surgery, University of Melbourne, Melbourne, Victoria, Australia PubMed articlesGoogle scholar articles
  1. Correspondence to Professor Mingguang He; mingguang_he{at}yahoo.com; Professor Lixia Luo; luolixia{at}gzzoc.com
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Citation

Wang W, Han X, Zhang J, et al
Predicting the 10-year risk of cataract surgery using machine learning techniques on questionnaire data: findings from the 45 and Up Study

Publication history

  • Received December 8, 2020
  • Revised April 22, 2021
  • Accepted May 5, 2021
  • First published May 26, 2021.

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  • Supplementary Data

    This web only file has been produced by the BMJ Publishing Group from an electronic file supplied by the author(s) and has not been edited for content.

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