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Clinical science
Machine learning to determine relative contribution of modifiable and non-modifiable risk factors of major eye diseases

Authors

  • Simon Nusinovici Singapore Eye Research Institute, Singapore National Eye Centre, Singapore PubMed articlesGoogle scholar articles
  • Liang Zhang Singapore Eye Research Institute, Singapore National Eye Centre, Singapore PubMed articlesGoogle scholar articles
  • Xiaoran Chai Singapore Eye Research Institute, Singapore National Eye Centre, Singapore PubMed articlesGoogle scholar articles
  • Lei Zhou Singapore Eye Research Institute, Singapore National Eye Centre, Singapore Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore PubMed articlesGoogle scholar articles
  • Yih Chung Tham Singapore Eye Research Institute, Singapore National Eye Centre, Singapore Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore PubMed articlesGoogle scholar articles
  • Caroline Vasseneix Singapore Eye Research Institute, Singapore National Eye Centre, Singapore PubMed articlesGoogle scholar articles
  • Shivani Majithia Singapore Eye Research Institute, Singapore National Eye Centre, Singapore PubMed articlesGoogle scholar articles
  • Charumathi Sabanayagam Singapore Eye Research Institute, Singapore National Eye Centre, Singapore Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore PubMed articlesGoogle scholar articles
  • Tien Yin Wong Singapore Eye Research Institute, Singapore National Eye Centre, Singapore Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore PubMed articlesGoogle scholar articles
  • Ching Yu Cheng Singapore Eye Research Institute, Singapore National Eye Centre, Singapore Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore PubMed articlesGoogle scholar articles
  1. Correspondence to Ching Yu Cheng, Singapore Eye Research Institute, 20 College Road, The Academia, Level 6, 169856, Singapore; cheng.ching.yu{at}seri.com.sg
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Citation

Nusinovici S, Zhang L, Chai X, et al
Machine learning to determine relative contribution of modifiable and non-modifiable risk factors of major eye diseases
British Journal of Ophthalmology 2022;106:267-274.

Publication history

  • Received July 10, 2020
  • Revised September 8, 2020
  • Accepted October 20, 2020
  • First published November 18, 2020.
Online issue publication 
January 21, 2022

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© Author(s) (or their employer(s)) 2022. No commercial re-use. See rights and permissions. Published by BMJ.