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Detecting colorectal polyps via machine learning

Nature Biomedical Engineeringvolume 2pages713714 (2018) | Download Citation

A deep-learning algorithm enables the real-time video-based recognition of polyps during colonoscopy, with sensitivities and specificities surpassing 90%.

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References

  1. 1.

    Zauber, A. G. et al. N. Engl. J. Med. 366, 687–696 (2012).

  2. 2.

    Winawer, S. J. et al. N. Engl. J. Med. 329, 1977–1981 (1993).

  3. 3.

    Nishihara, R. et al. N. Engl. J. Med. 369, 1095–1105 (2013).

  4. 4.

    Kaminski, M. F. et al. N. Engl. J. Med. 362, 1795–1803 (2010).

  5. 5.

    Corley, D. A. et al. N. Engl. J. Med. 370, 1298–1306 (2014).

  6. 6.

    van Rijn, J. C. et al. Am. J. Gastroenterol. 101, 343–350 (2006).

  7. 7.

    Mori, Y., Kudo, S. E., Berzin, T. M., Misawa, M. & Takeda, K. Endoscopy 49, 813–819 (2017).

  8. 8.

    Tajbakhsh, N., Gurudu, S. R. & Liang, J. IEEE Trans. Med. Imaging 35, 630–644 (2016).

  9. 9.

    Misawa, M. et al. Gastroenterology 154, 2027–2029 (2018).

  10. 10.

    Fernandez-Esparrach, G. et al. Endoscopy 48, 837–842 (2016).

  11. 11.

    Urban, G. et al. Gastroenterology. https://doi.org/10.1053/j.gastro.2018.06.037 (2018).

  12. 12.

    Wang, P. et al. Nat. Biomed. Eng. https://doi.org/10.1038/s41551-018-0301-3 (2018).

  13. 13.

    Mori, Y. et al. Ann. Intern. Med. https://doi.org/10.7326/M18-0249 (2018).

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Author information

Affiliations

  1. Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan

    • Yuichi Mori
    •  & Shin-ei Kudo

Authors

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Competing interests

Y.M. and S.K. received speaking honoraria from Olympus Corporation.

Corresponding author

Correspondence to Yuichi Mori.

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DOI

https://doi.org/10.1038/s41551-018-0308-9

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