Concepedia

Deep learning algorithm using fundus photographs for 10-year risk assessment of ischemic cardiovascular diseases in China

Yanjun Ma, Jianhao Xiong, Yidan Zhu, Zongyuan Ge, Rong Hua, Meng Fu, Chenglong Li, Bin Wang, Li Dong, Xin Zhao,

Science Bulletin · 2021 · 32 citations · 10 references

DOI

Concepts

References

10

Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke et al. · 2017 · 12.6K citations · Full text

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Mortality, morbidity, and risk factors in China and its provinces, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017

Maigeng Zhou, Haidong Wang, Xinying Zeng et al. · The Lancet · 2019 · 3.7K citations · Full text

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Prevalence and Ethnic Pattern of Diabetes and Prediabetes in China in 2013

Limin Wang, Pei Gao, Mei Zhang et al. · JAMA · 2017 · 1.9K citations · Full text

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Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

Ryan Poplin, Avinash V. Varadarajan, Katy Blumer et al. · Nature Biomedical Engineering · 2018 · 1.8K citations · Full text

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Medical Image Analysis using Convolutional Neural Networks: A Review

Journal of Medical Systems · 2018 · 1.2K citations · Full text

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