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Clinical science
Machine learning identifying peripheral circulating metabolites associated with intraocular pressure alterations

Authors

  • Chaoxu Qian Singapore Eye Research Institute, Singapore National Eye Centre, SingaporeDepartment of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, China PubMed articlesGoogle scholar articles
  • Simon Nusinovici Singapore Eye Research Institute, Singapore National Eye Centre, SingaporeOphthalmology and Visual Sciences Academic Clinical Programme, Duke-NUS Medical School, Singapore PubMed articlesGoogle scholar articles
  • Sahil Thakur Singapore Eye Research Institute, Singapore National Eye Centre, Singapore PubMed articlesGoogle scholar articles
  • Zhi Da Soh 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
  • Miao Li Chee Singapore Eye Research Institute, Singapore National Eye Centre, Singapore PubMed articlesGoogle scholar articles
  • Hua Zhong Department of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Kunming, China PubMed articlesGoogle scholar articles
  • Yih-Chung Tham Singapore Eye Research Institute, Singapore National Eye Centre, SingaporeOphthalmology and Visual Sciences Academic Clinical Programme, Duke-NUS Medical School, SingaporeDepartment of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore PubMed articlesGoogle scholar articles
  • Charumathi Sabanayagam Singapore Eye Research Institute, Singapore National Eye Centre, SingaporeOphthalmology and Visual Sciences Academic Clinical Programme, Duke-NUS Medical School, SingaporeDepartment of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore PubMed articlesGoogle scholar articles
  • Pirro G Hysi Twin Research and Genetic Epidemiology, King's College London, London, UK PubMed articlesGoogle scholar articles
  • Ching-Yu Cheng Singapore Eye Research Institute, Singapore National Eye Centre, SingaporeOphthalmology and Visual Sciences Academic Clinical Programme, Duke-NUS Medical School, SingaporeDepartment of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore PubMed articlesGoogle scholar articles
  1. Correspondence to Dr Ching-Yu Cheng, Singapore Eye Research Institute, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore 169856, Singapore; chingyu.cheng{at}duke-nus.edu.sg
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Citation

Qian C, Nusinovici S, Thakur S, et al
Machine learning identifying peripheral circulating metabolites associated with intraocular pressure alterations
British Journal of Ophthalmology Published Online First: 25 May 2022. doi: 10.1136/bjophthalmol-2021-320584

Publication history

  • Received October 6, 2021
  • Accepted May 13, 2022
  • First published May 25, 2022.

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