Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study

By 2050, almost 5 billion people globally are projected to have myopia, of whom 20% are likely to have high myopia with clinically significant risk of sight-threatening complications such as myopic macular degeneration. These are diagnoses that typically require specialist assessment or measurement...

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Vydané v:	The Lancet Digital Health Ročník 3; číslo 5; s. e317 - e329
Hlavní autori:	Tan, Tien-En, Anees, Ayesha, Chen, Cheng, Li, Shaohua, Xu, Xinxing, Li, Zengxiang, Xiao, Zhe, Yang, Yechao, Lei, Xiaofeng, Ang, Marcus, Chia, Audrey, Lee, Shu Yen, Wong, Edmund Yick Mun, Yeo, Ian Yew San, Wong, Yee Ling, Hoang, Quan V, Wang, Ya Xing, Bikbov, Mukharram M, Nangia, Vinay, Jonas, Jost B, Chen, Yen-Po, Wu, Wei-Chi, Ohno-Matsui, Kyoko, Rim, Tyler Hyungtaek, Tham, Yih-Chung, Goh, Rick Siow Mong, Lin, Haotian, Liu, Hanruo, Wang, Ningli, Yu, Weihong, Tan, Donald Tiang Hwee, Schmetterer, Leopold, Cheng, Ching-Yu, Chen, Youxin, Wong, Chee Wai, Cheung, Gemmy Chui Ming, Saw, Seang-Mei, Wong, Tien Yin, Liu, Yong, Ting, Daniel Shu Wei
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	England Elsevier Ltd 01.05.2021 Elsevier BV Elsevier
Predmet:	Algorithms Area Under Curve Artificial Intelligence Biomedical Research Biomedical Research - instrumentation Biomedical Research - methods Blockchain Cohort Studies Computer applications to medicine. Medical informatics Datasets as Topic Deep Learning Humans Informatics Internal Medicine Macular Degeneration Macular Degeneration - diagnosis Myopia Myopia - diagnosis Proof of Concept Study Public Health R858-859.7 Reproducibility of Results Retina Retina - diagnostic imaging Retrospective Studies ROC Curve
ISSN:	2589-7500, 2589-7500
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