Skip to main content

Advertisement

Log in

Computational medicine: A cybernetic eye for rare disease

  • News & Views
  • Published:

From Nature Biomedical Engineering

View current issue Submit your manuscript

Deep learning implemented in a collaborative cloud-based platform empowers ophthalmologists in the diagnosis of congenital cataracts.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Figure 1: A multihospital platform for the collaborative management of congenital cataracts and other rare diseases through artificial intelligence.

References

  1. Schieppati, A., Henter, J. I., Daina, E. & Aperia, A. Lancet 371, 2039–2041 (2008).

    Article  Google Scholar 

  2. Steinkuller, P. G. et al. J. Am. Assoc. Pediatr. Ophthalmol. Strab. 3, 26–32 (1999).

    Article  CAS  Google Scholar 

  3. Long, E. et al. Nat. Biomed. Eng. 1, 0024 (2017).

    Article  Google Scholar 

  4. LeCun, Y., Bengio, Y. & Hinton, G. Nature 521, 436–444 (2015).

    Article  CAS  Google Scholar 

  5. Andreu-Perez, J., Poon, C. C., Merrifield, R. D., Wong, S. T. & Yang, G. Z. IEEE J. Biomed. Health Inform. 19, 1193–1208 (2015).

    Article  Google Scholar 

  6. Krizhevsky, A., Sutskever, I. & Hinton, G. Proc. Adv. Neural Inf. Process. Syst. 25, 1090–1098 (2012).

    Google Scholar 

  7. Gulshan, V. et al. JAMA 316, 2402–2410 (2016).

    Article  Google Scholar 

  8. Zhou, S. K., Greenspan, H. & Shen, D. (eds) Deep Learning for Medical Image Analysis (Academic, 2017).

    Google Scholar 

  9. Shen, D., Wu, G., & Suk, H. I. Annu. Rev. Biomed. Eng. 19, http://www.annualreviews.org/doi/abs/10.1146/annurev-bioeng-071516-044442 (2017).

  10. Bahrami, K., Shi, F., Rekik, I. & Shen, D. in Deep Learning and Data Labeling for Medical Applications (eds Carneiro, G. et al.) 39–47 (Lecture Notes in Computer Science Vol. 10008, Springer, 2016).

    Google Scholar 

  11. Wu, G., Kim, M., Wang, Q., Munsell, B. C. & Shen, D. IEEE Trans. Biomed. Eng. 63, 1505–1516 (2016).

    Article  Google Scholar 

  12. Zhang, W. et al. NeuroImage 108, 214–224 (2015).

    Article  Google Scholar 

  13. Guo, Y., Gao, Y. & Shen, D. IEEE Trans. Med. Imag. 35, 1077–1089 (2016).

    Article  Google Scholar 

  14. Suk, H. I., Lee, S. W. & Shen, D. NeuroImage 101, 569–582 (2014).

    Article  Google Scholar 

  15. Cheng, J. et al. Sci. Rep. 6, 1–13 (2016).

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Dinggang Shen.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, Q., Shen, D. Computational medicine: A cybernetic eye for rare disease. Nat Biomed Eng 1, 0032 (2017). https://doi.org/10.1038/s41551-017-0032

Download citation

  • Published:

  • DOI: https://doi.org/10.1038/s41551-017-0032

  • Springer Nature Limited

Navigation