Evaluating robotic-assisted surgery training videos with multi-task convolutional neural networks
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DOI: 10.1007/s11701-021-01316-2
Abstract: We seek to understand if an automated algorithm can replace human scoring of surgical trainees performing the urethrovesical anastomosis in radical prostatectomy with synthetic tissue. Specifically, we investigate neural networks for predicting the surgical proficiency… read more here.
Keywords: multi task; surgery; neural networks; evaluating robotic ... See more keywords