Surgical Skills Evaluation

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

Papers

Showing 1–3 of 3 papers

Title	Date	Tasks	Status	Hype
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks	Aug 20, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0
Video-based surgical skill assessment using 3D convolutional neural networks	Mar 6, 2019	Action Quality AssessmentSurgical Skills Evaluation	CodeCode Available	0
Evaluating surgical skills from kinematic data using convolutional neural networks	Jun 7, 2018	General ClassificationSkills Assessment	CodeCode Available	1

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#	Model	Metric	Claimed	Verified	Status
1	Bidir. LSTM	Accuracy	0.9	—	Unverified