DocumentCode :
174132
Title :
On the development of objective metrics for surgical skills evaluation based on tool motion
Author :
Estrada, Sean ; O´Malley, Marcia K. ; Duran, Cassidy ; Schulz, Dirk ; Bismuth, Jean
Author_Institution :
Dept. of Mech. Eng., Rice Univ., Houston, TX, USA
fYear :
2014
fDate :
5-8 Oct. 2014
Firstpage :
3144
Lastpage :
3149
Abstract :
A key competency requirement in endovascular surgery is to optimally visualize and utilize pre-shaped catheters to navigate complex vascular anatomy, yet current performance assessment techniques are limited to grading scales based solely on observation. Since most endovascular procedures involve performing fine motor control tasks that require complex, dexterous movements, this paper explores the potential for a standardized, objective, and quantitative means of measuring technical competence based on analysis of the kinematics of endovascular tool tip motions. To accomplish this goal, we recorded catheter tip movement from twenty subjects performing fundamental endovascular tasks in an inanimate model and in a simulation environment with a virtual representation of the same inanimate model. Several motion-based performance measures that have been shown to reliably assess skill in other domains were computed and tested for correlation with data that were obtained from the global rating scale assessment tool. The metrics that quantified movement quality by assessing movement smoothness produced reliable correlations with the observation-based assessment metrics. These objective and quantitative metrics that capture movement quality could be incorporated into future training protocols to provide detailed feedback on trainee performance.
Keywords :
image capture; image motion analysis; medical image processing; surgery; virtual reality; capture movement quality; catheter tip movement; complex vascular anatomy; endovascular procedure; endovascular surgery; endovascular tool tip motion; fine motor control task; global rating scale assessment tool; inanimate model; key competency requirement; motion-based performance measure; movement smoothness; objective metrics; observation-based assessment metrics; performance assessment techniques; preshaped catheter; quantified movement quality; quantitative metric; simulation environment; surgical skills evaluation; tool motion; trainee performance; training protocol; virtual representation; Catheters; Computational modeling; Correlation; Manuals; Measurement; Solid modeling; Surgery; motion capture; skill assessment; virtual reality;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
Type :
conf
DOI :
10.1109/SMC.2014.6974411
Filename :
6974411
Link To Document :
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