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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 ...
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 ...