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Surgical Skills Evaluation

2 papers with code · Medical

The task is to classify surgical skills using data that is recorded during the surgical intervention.

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Evaluating surgical skills from kinematic data using convolutional neural networks

7 Jun 2018hfawaz/miccai18

The need for automatic surgical skills assessment is increasing, especially because manual feedback from senior surgeons observing junior surgeons is prone to subjectivity and time consuming.

SURGICAL SKILLS EVALUATION

Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks

20 Aug 2019hfawaz/ijcars19

The method is validated on the JIGSAWS dataset for two surgical skills evaluation tasks: classification and regression.

INTERPRETABLE MACHINE LEARNING SURGICAL SKILLS EVALUATION