Research graph
References from Nested Phase-Specific Speed-Deficit Viability for Computer-Assisted Robotic Surgical Training Assessment. Local targets link to admitted publications; unresolved targets remain external evidence.
A dataset and benchmarks for segmentation and recognition of gestures in robotic surgery
10.1109/tbme.2016.2647680 · 2017 · External reference
Evaluation of objective tools and artificial intelligence in robotic surgery technical skills assessment: A systematic review
10.1093/bjs/znad331 · 2024 · External reference
Objective assessment of robotic surgical technical skill: A systematic review
10.1016/j.juro.2018.06.078 · 2019 · External reference
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks
10.1007/s11548-019-02039-4 · 2019 · External reference
Video-based surgical skill assessment using 3D convolutional neural networks
10.1007/s11548-019-01995-1 · 2019 · External reference
Unresolved reference
2014 · External reference
Global evaluative assessment of robotic skills: Validation of a clinical assessment tool to measure robotic surgical skills
10.1016/j.juro.2011.09.032 · 2012 · External reference
Artificial intelligence based assessment of minimally invasive surgical skills using standardised objective metrics: A narrative review
10.1016/j.amjsurg.2024.116074 · 2025 · External reference
Machine learning for technical skill assessment in surgery: A systematic review
10.1038/s41746-022-00566-0 · 2022 · External reference
Automation of surgical skill assessment using a three-stage machine learning algorithm
10.1038/s41598-021-84295-6 · 2021 · External reference
Motion analysis of the JHU-ISI Gesture and Skill Assessment Working Set using Robotics Video and Motion Assessment Software
10.1007/s11548-020-02259-z · 2020 · External reference
Towards automatic skill evaluation: Detection and segmentation of robot-assisted surgical motions
10.3109/10929080600989189 · 2006 · External reference
Objective structured assessment of technical skill (OSATS) for surgical residents
10.1046/j.1365-2168.1997.02502.x · 1997 · External reference
Surgical skill levels: Classification and analysis using deep neural network model and motion signals
10.1016/j.cmpb.2019.05.008 · 2019 · External reference
An automated skill assessment framework based on visual motion signals and a deep neural network in robot-assisted minimally invasive surgery
10.3390/s23094496 · 2023 · External reference
Review of methods for objective surgical skill evaluation
10.1007/s00464-010-1190-z · 2011 · External reference
Instrument detection and descriptive gesture segmentation on a robotic surgical maneuvers dataset
10.3390/app14093701 · 2024 · External reference
Objective laparoscopic skills assessments of surgical residents using hidden Markov models based on haptic information and tool/tissue interactions
2001 · External reference
10.1007/978-3-642-30618-1_17
10.1007/978-3-642-30618-1_17 · 2012 · External reference
Development of force-based metrics for skills assessment in minimally invasive surgery
10.1007/s00464-014-3442-9 · 2014 · External reference
Objective assessment of surgical technical skill and competency in the operating room
10.1146/annurev-bioeng-071516-044435 · 2017 · External reference
Deep learning with convolutional neural network for objective skill evaluation in robot-assisted surgery
10.1007/s11548-018-1860-1 · 2018 · External reference
Surgical gesture classification from video and kinematic data
10.1016/j.media.2013.04.007 · 2013 · External reference
Automated surgical skill assessment in RMIS training
10.1007/s11548-018-1735-5 · 2018 · External reference
10.1007/978-3-642-30618-1_17
10.1007/978-3-642-30618-1_17 · ExternalCitation · doi-reference
Review of methods for objective surgical skill evaluation
10.1007/s00464-010-1190-z · ExternalCitation · doi-reference
Development of force-based metrics for skills assessment in minimally invasive surgery
10.1007/s00464-014-3442-9 · ExternalCitation · doi-reference
Automated surgical skill assessment in RMIS training
10.1007/s11548-018-1735-5 · ExternalCitation · doi-reference
Deep learning with convolutional neural network for objective skill evaluation in robot-assisted surgery
10.1007/s11548-018-1860-1 · ExternalCitation · doi-reference
Video-based surgical skill assessment using 3D convolutional neural networks
10.1007/s11548-019-01995-1 · ExternalCitation · doi-reference
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks
10.1007/s11548-019-02039-4 · ExternalCitation · doi-reference
Motion analysis of the JHU-ISI Gesture and Skill Assessment Working Set using Robotics Video and Motion Assessment Software
10.1007/s11548-020-02259-z · ExternalCitation · doi-reference
Artificial intelligence based assessment of minimally invasive surgical skills using standardised objective metrics: A narrative review
10.1016/j.amjsurg.2024.116074 · ExternalCitation · doi-reference
Surgical skill levels: Classification and analysis using deep neural network model and motion signals
10.1016/j.cmpb.2019.05.008 · ExternalCitation · doi-reference
Global evaluative assessment of robotic skills: Validation of a clinical assessment tool to measure robotic surgical skills
10.1016/j.juro.2011.09.032 · ExternalCitation · doi-reference
Objective assessment of robotic surgical technical skill: A systematic review
10.1016/j.juro.2018.06.078 · ExternalCitation · doi-reference
Surgical gesture classification from video and kinematic data
10.1016/j.media.2013.04.007 · ExternalCitation · doi-reference
Automation of surgical skill assessment using a three-stage machine learning algorithm
10.1038/s41598-021-84295-6 · ExternalCitation · doi-reference
Machine learning for technical skill assessment in surgery: A systematic review
10.1038/s41746-022-00566-0 · ExternalCitation · doi-reference
Objective structured assessment of technical skill (OSATS) for surgical residents
10.1046/j.1365-2168.1997.02502.x · ExternalCitation · doi-reference
Evaluation of objective tools and artificial intelligence in robotic surgery technical skills assessment: A systematic review
10.1093/bjs/znad331 · ExternalCitation · doi-reference
A dataset and benchmarks for segmentation and recognition of gestures in robotic surgery
10.1109/tbme.2016.2647680 · ExternalCitation · doi-reference
Objective assessment of surgical technical skill and competency in the operating room
10.1146/annurev-bioeng-071516-044435 · ExternalCitation · doi-reference
Towards automatic skill evaluation: Detection and segmentation of robot-assisted surgical motions
10.3109/10929080600989189 · ExternalCitation · doi-reference
Instrument detection and descriptive gesture segmentation on a robotic surgical maneuvers dataset
10.3390/app14093701 · ExternalCitation · doi-reference
An automated skill assessment framework based on visual motion signals and a deep neural network in robot-assisted minimally invasive surgery
10.3390/s23094496 · ExternalCitation · doi-reference
