Motion analysis of the JHU-ISI Gesture and Skill Assessment Working Set II: learning curve analysis.
Alan Kawarai LeforKanako HaradaAristotelis DosisMamoru MitsuishiPublished in: International journal of computer assisted radiology and surgery (2021)
The existing JIGSAWS dataset does not show a quantitative learning curve for Global Rating Scale scores, or most kinematic parameters which may be due in part to the limited size of the dataset. Qualitative analysis shows a learning curve for suturing. Cumulative sum analysis suggests completion of the suturing learning curve by trial 4. An expanded dataset is needed to facilitate subset analyses.