A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children

Ziyi Qi, Tingyao Li, Jun Chen, Jason C. Yam, Yang Wen, Gengyou Huang, Hua Zhong, Mingguang He, Dan Zhu, Rongping Dai, Bo Qian, Jingjing Wang, Chaoxu Qian, Wei Wang, Yanfei Zheng, Jian Zhang, Xianglong Yi, Zheyuan Wang, Bo Zhang, Chunyu Liu, Tianyu Cheng, Xiaokang Yang, Jun Li, Yan-Ting Pan, Xiaohu Ding, Ruilin Xiong, Yan Wang, Yan Zhou, Dagan Feng, Sichen Liu, Linlin Du, Jinliuxing Yang, Zhuoting Zhu, Lei Bi, Jinman Kim, Fangyao Tang, Yuzhou Zhang, Xiujuan Zhang, Haidong Zou, Marcus Ang, Clement C. Tham, Carol Y. Cheung, Chi Pui Pang, Bin Sheng, Xiangui He, Xun Xu

Open source

DOI
10.1038/s41746-024-01204-7
Published
2024-08-07
Container
npj Digital Medicine
Publisher
Springer Science and Business Media LLC
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41746-024-01204-7,
  title = {A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children},
  author = {Ziyi Qi and Tingyao Li and Jun Chen and Jason C. Yam and Yang Wen and Gengyou Huang and Hua Zhong and Mingguang He and Dan Zhu and Rongping Dai and Bo Qian and Jingjing Wang and Chaoxu Qian and Wei Wang and Yanfei Zheng and Jian Zhang and Xianglong Yi and Zheyuan Wang and Bo Zhang and Chunyu Liu and Tianyu Cheng and Xiaokang Yang and Jun Li and Yan-Ting Pan and Xiaohu Ding and Ruilin Xiong and Yan Wang and Yan Zhou and Dagan Feng and Sichen Liu and Linlin Du and Jinliuxing Yang and Zhuoting Zhu and Lei Bi and Jinman Kim and Fangyao Tang and Yuzhou Zhang and Xiujuan Zhang and Haidong Zou and Marcus Ang and Clement C. Tham and Carol Y. Cheung and Chi Pui Pang and Bin Sheng and Xiangui He and Xun Xu},
  year = {2024},
  journal = {npj Digital Medicine},
  doi = {10.1038/s41746-024-01204-7},
  url = {https://doi.org/10.1038/s41746-024-01204-7}
}

RIS

TY  - JOUR
TI  - A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children
AU  - Ziyi Qi
AU  - Tingyao Li
AU  - Jun Chen
AU  - Jason C. Yam
AU  - Yang Wen
AU  - Gengyou Huang
AU  - Hua Zhong
AU  - Mingguang He
AU  - Dan Zhu
AU  - Rongping Dai
AU  - Bo Qian
AU  - Jingjing Wang
AU  - Chaoxu Qian
AU  - Wei Wang
AU  - Yanfei Zheng
AU  - Jian Zhang
AU  - Xianglong Yi
AU  - Zheyuan Wang
AU  - Bo Zhang
AU  - Chunyu Liu
AU  - Tianyu Cheng
AU  - Xiaokang Yang
AU  - Jun Li
AU  - Yan-Ting Pan
AU  - Xiaohu Ding
AU  - Ruilin Xiong
AU  - Yan Wang
AU  - Yan Zhou
AU  - Dagan Feng
AU  - Sichen Liu
AU  - Linlin Du
AU  - Jinliuxing Yang
AU  - Zhuoting Zhu
AU  - Lei Bi
AU  - Jinman Kim
AU  - Fangyao Tang
AU  - Yuzhou Zhang
AU  - Xiujuan Zhang
AU  - Haidong Zou
AU  - Marcus Ang
AU  - Clement C. Tham
AU  - Carol Y. Cheung
AU  - Chi Pui Pang
AU  - Bin Sheng
AU  - Xiangui He
AU  - Xun Xu
PY  - 2024
JO  - npj Digital Medicine
DO  - 10.1038/s41746-024-01204-7
UR  - https://doi.org/10.1038/s41746-024-01204-7
ER  -

APA

Qi, Z., Li, T., Chen, J., Yam, J. C., Wen, Y., Huang, G., Zhong, H., He, M., Zhu, D., Dai, R., Qian, B., Wang, J., Qian, C., Wang, W., Zheng, Y., Zhang, J., Yi, X., Wang, Z., Zhang, B., Liu, C., Cheng, T., Yang, X., Li, J., Pan, Y., Ding, X., Xiong, R., Wang, Y., Zhou, Y., Feng, D., Liu, S., Du, L., Yang, J., Zhu, Z., Bi, L., Kim, J., Tang, F., Zhang, Y., Zhang, X., Zou, H., Ang, M., Tham, C. C., Cheung, C. Y., Pang, C. P., Sheng, B., He, X., & Xu, X. (2024). A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children. npj Digital Medicine. https://doi.org/10.1038/s41746-024-01204-7

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