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    Article

    Bidirectional long short-term memory for surgical skill classification of temporally segmented tasks

    The majority of historical surgical skill research typically analyzes holistic summary task-level metrics to create a skill classification for a performance. Recent advances in machine learning allow time seri...

    Jason D. Kelly, Ashley Petersen… in International Journal of Computer Assisted… (2020)

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    Article

    The effect of video playback speed on surgeon technical skill perception

     Finding effective methods of discriminating surgeon technical skill has proved a complex problem to solve computationally. Previous research has shown that obtaining non-expert crowd evaluations of surgical p...

    Jason D. Kelly, Ashley Petersen… in International Journal of Computer Assisted… (2020)