Proceedings of the AMIA 2009 Annual Symposium

Video Summarization of Laparoscopic Cholecystectomies

Michael A. Grasso, Tim Finin, Xianshu Zhu, Anupam Joshi, and Yelena Yesha

November 14, 2009

We compared image features with a distance metric and support vector machine to identify the critical view of a laparoscopic cholecystectomy. Our accuracy was up to 91%. We are currently experimenting with particle analysis, edge analysis, and feature clus-tering to create a more robust image classifier.

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Type: InProceedings

Organization: AMIA

Note: (poster paper)

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