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This challenge is organized by researchers at the LaTIM laboratory:

Publications of the team on the topic include:

  • Quellec G, Cazuguel G, Cochener B, Lamard M. Multiple-instance learning for medical image and video analysis. IEEE Rev Biomed Eng. In press.
  • Charrière K, Quellec G, Lamard M, Martiano D, Cazuguel G, Coatrieux G, Cochener B. Real-time analysis of cataract surgery videos using statistical models. arXiv:1610.05465[cs.CV]
  • Al Hajj H, Quellec G, Lamard M, Cazuguel G, Cochener B. Coarse-to-fine surgical instrument detection for cataract surgery monitoring. arXiv:1609.05619[cs.CV]
  • Quellec G, Lamard M, Cochener B, Cazuguel G. Real-time task recognition in cataract surgery videos using adaptive spatiotemporal polynomials. IEEE Trans Med Imaging. 2015 Apr;34(4):877-87.
  • Quellec G, Lamard M, Cochener B, Cazuguel G. Real-time segmentation and recognition of surgical tasks in cataract surgery videos. IEEE Trans Med Imaging. 2014 Dec;33(12):2352-60.
  • Quellec G, Charrière K, Lamard M, Droueche Z, Roux C, Cochener B, Cazuguel G. Real-time recognition of surgical tasks in eye surgery videos. Med Image Anal. 2014 Feb;18(3):579-90.
If you have any questions, feel free to send an e-mail to: gwenole.quellec@inserm.fr.

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