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Video Based Assessment of OSATS Using Sequential Motion Textures
(Georgia Institute of Technology, 2014)
We present a fully automated framework for video based surgical skill assessment that incorporates the sequential and qualitative aspects of surgical motion in a data-driven manner. We replicate Objective Structured ...
Automated surgical OSATS prediction from videos
(Georgia Institute of Technology, 2014-04)
The assessment of surgical skills is an essential part of medical training. The prevalent manual evaluations by expert surgeons are time consuming and often their outcomes vary substantially from one observer to another. ...
Automated Assessment of Surgical Skills Using Frequency Analysis
(Georgia Institute of Technology, 2015)
We present an automated framework for visual assessment of the expertise level of surgeons using the OSATS (Objective Structured Assessment of Technical Skills) criteria. Video analysis techniques for extracting motion ...