Query-by-example surgical activity detection

Purpose Easy acquisition of surgical data opens many opportunities to automate skill evaluation and teaching. Current technology to search tool motion data for surgical activity segments of interest is limited by the need for manual pre-processing, which can be prohibitive at scale. We developed a c...

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Bibliographic Details
Published in:	International journal for computer assisted radiology and surgery Vol. 11; no. 6; pp. 987 - 996
Main Authors:	Gao, Yixin, Vedula, S. Swaroop, Lee, Gyusung I., Lee, Mija R., Khudanpur, Sanjeev, Hager, Gregory D.
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2016
Subjects:	Algorithms Computer Imaging Computer Science Health Informatics Humans Imaging Information Storage and Retrieval - methods Medicine Medicine & Public Health Original Article Pattern Recognition and Graphics Radiology Surgery Surgical Procedures, Operative Vision Surgical activity detection Query-by-example Surgical data indexing Stacked denoising autoencoder Asymmetric subsequence dynamic time warping
ISSN:	1861-6410, 1861-6429
Online Access:	Get full text
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