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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Vydáno v:	International journal for computer assisted radiology and surgery Ročník 11; číslo 6; s. 987 - 996
Hlavní autoři:	Gao, Yixin, Vedula, S. Swaroop, Lee, Gyusung I., Lee, Mija R., Khudanpur, Sanjeev, Hager, Gregory D.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2016
Témata:	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
On-line přístup:	Získat plný text
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