Automation of surgical skill assessment using a three-stage machine learning algorithm
出版年份 2021 全文链接
标题
Automation of surgical skill assessment using a three-stage machine learning algorithm
作者
关键词
-
出版物
Scientific Reports
Volume 11, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-03-04
DOI
10.1038/s41598-021-84295-6
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Association Between Surgeon Technical Skills and Patient Outcomes
- (2020) Jonah J. Stulberg et al. JAMA Surgery
- Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge
- (2020) Tobias Roß et al. MEDICAL IMAGE ANALYSIS
- Video-based surgical skill assessment using 3D convolutional neural networks
- (2019) Isabel Funke et al. International Journal of Computer Assisted Radiology and Surgery
- Deep Learning for Generic Object Detection: A Survey
- (2019) Li Liu et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Current Status of Technical Skills Assessment Tools in Surgery: A Systematic Review
- (2019) Aashay Vaidya et al. JOURNAL OF SURGICAL RESEARCH
- CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer-Assisted Interventions
- (2019) Tom Vercauteren et al. PROCEEDINGS OF THE IEEE
- Technical Performance as a Predictor of Clinical Outcomes in Laparoscopic Gastric Cancer Surgery
- (2018) Andras B. Fecso et al. ANNALS OF SURGERY
- Video and accelerometer-based motion analysis for automated surgical skills assessment
- (2018) Aneeq Zia et al. International Journal of Computer Assisted Radiology and Surgery
- Automated surgical skill assessment in RMIS training
- (2018) Aneeq Zia et al. International Journal of Computer Assisted Radiology and Surgery
- Automated Performance Metrics and Machine Learning Algorithms to Measure Surgeon Performance and Anticipate Clinical Outcomes in Robotic Surgery
- (2018) Andrew J. Hung et al. JAMA Surgery
- Deep learning with convolutional neural network for objective skill evaluation in robot-assisted surgery
- (2018) Ziheng Wang et al. International Journal of Computer Assisted Radiology and Surgery
- EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos
- (2017) Andru P. Twinanda et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- (2017) Shaoqing Ren et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Automated robot-assisted surgical skill evaluation: Predictive analytics approach
- (2017) Mahtab J. Fard et al. International Journal of Medical Robotics and Computer Assisted Surgery
- Assessment of surgery residents' operative skills in the operating theater using a modified Objective Structured Assessment of Technical Skills (OSATS): A prospective multicenter study
- (2014) Cornelis J. Hopmans et al. SURGERY
- Surgical Skill and Complication Rates after Bariatric Surgery
- (2013) John D. Birkmeyer et al. NEW ENGLAND JOURNAL OF MEDICINE
- Validation of a Structured Training and Assessment Curriculum for Technical Skill Acquisition in Minimally Invasive Surgery
- (2012) Vanessa N. Palter et al. ANNALS OF SURGERY
- Simulator Training to Automaticity Leads to Improved Skill Transfer Compared With Traditional Proficiency-Based Training
- (2011) Dimitrios Stefanidis et al. ANNALS OF SURGERY
- Toward Feasible, Valid, and Reliable Video-Based Assessments of Technical Surgical Skills in the Operating Room
- (2009) Rajesh Aggarwal et al. ANNALS OF SURGERY
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