Surgical Skills Evaluation
2 papers with code • 2 benchmarks • 1 datasets
The task is to classify surgical skills using data that is recorded during the surgical intervention.
Benchmarks
These leaderboards are used to track progress in Surgical Skills Evaluation
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JIGSAWS
Latest papers
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks
The method is validated on the JIGSAWS dataset for two surgical skills evaluation tasks: classification and regression.
Evaluating surgical skills from kinematic data using convolutional neural networks
hfawaz/miccai18
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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.
