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A novel clinical artificial intelligence model for disease detection via retinal imaging

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  • 5These authors contributed equally

  • Corresponding authors: geshengfang@sjtu.edu.cn (S.G.);  yangzhiscience@163.com (Z.Y.)
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  • [1] Rajpurkar, P., Chen, E., Banerjee, O., et al. (2022). AI in health and medicine. Nat Med 28: 31–38. https://doi.org/10.1038/s41591-021-01614-0.

    View in Article CrossRef Google Scholar

    [2] Zhou, Y., Chia, M.A., Wagner, S.K., et al. (2023). A foundation model for generalizable disease detection from retinal images. Nature 622: 156–163. https://doi.org/10.1038/s41586-023-06555-x.

    View in Article CrossRef Google Scholar

    [3] Kiyasseh, D., Ma, R., Haque, T.F., et al. (2023). A vision transformer for decoding surgeon activity from surgical videos. Nat. Biomed. Eng. 7: 780–796. https://doi.org/10.1038/s41551-023-01010-8.

    View in Article CrossRef Google Scholar

    [4] Cheung, C.Y., Ran, A.R., Wang, S., et al. (2022). A deep learning model for detection of Alzheimer's disease based on retinal photographs: a retrospective, multicentre case-control study. Lancet Digit Health 4: e806–e815. https://doi.org/10.1016/S2589-7500(22)00169-8.

    View in Article CrossRef Google Scholar

    [5] Dolz, J., Gopinath, K., Yuan, J., et al. (2019). HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation. IEEE Trans Med Imaging 38: 1116–1126. https://doi.org/10.1109/TMI.2018.2878669.

    View in Article CrossRef Google Scholar

  • Cite this article:

    Yidian Fu, Liang Ma, Sheng Wan, Shengfang Ge, Zhi Yang. A novel clinical artificial intelligence model for disease detection via retinal imaging[J]. The Innovation, 2024, 5(2). https://doi.org/10.1016/j.xinn.2024.100575
    Yidian Fu, Liang Ma, Sheng Wan, Shengfang Ge, Zhi Yang. A novel clinical artificial intelligence model for disease detection via retinal imaging[J]. The Innovation, 2024, 5(2). https://doi.org/10.1016/j.xinn.2024.100575

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