Surgical Skills Evaluation
3 papers with code • 2 benchmarks • 1 datasets
The task is to classify surgical skills using data that is recorded during the surgical intervention.
Most implemented papers
Evaluating surgical skills from kinematic data using convolutional neural networks
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.
Video-based surgical skill assessment using 3D convolutional neural networks
In contrast, we investigate a method for automatic, objective skill assessment that requires video data only.
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.