Surgical skills training and simulation, Current problems in surgery, vol.46, issue.4, pp.271-370, 2009. ,
Optimal sub-sequence matching for the automatic prediction of surgical tasks, AIME 15th Conference on Artificial Intelligence in Medicine, vol.9105, pp.123-132, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01262692
Surgical skill and complication rates after bariatric surgery, The New England Journal of Medicine, vol.370, issue.3, pp.285-285, 2014. ,
SAX-VSM: Interpretable time series classification using SAX and vector space model, International Conference on Data Mining, pp.1175-1180, 2013. ,
Experiencing SAX: a novel symbolic representation of time series, Data Mining and Knowledge Discovery, vol.15, issue.2, 2007. ,
A vector space model for automatic indexing, Communications of the ACM, vol.18, issue.11, pp.613-620, 1975. ,
JHU-ISI gesture and skill assessment working set (JIGSAWS): A surgical activity dataset for human motion modeling, Modeling and Monitoring of Computer Assisted Interventions (M2CAI)-MICCAI Workshop, pp.1-10, 2014. ,
Decomposition of robotic surgical tasks: an analysis of subtasks and their correlation to skill, Modeling and Monitoring of Computer Assisted Interventions (M2CAI)-MICCAI Workshop, 2009. ,
Motion generation of robotic surgical tasks: Learning from expert demonstrations, International Conference on Engineering in Medicine and Biology Society, pp.967-970, 2010. ,
Surgical gesture classification from video data, Medical Image Computing and Computer-Assisted Intervention-MICCAI, pp.34-41, 2012. ,
Surgical gesture classification from video and kinematic data, Medical Image Analysis, vol.17, issue.7, pp.732-745, 2013. ,
Automated video-based assessment of surgical skills for training and evaluation in medical schools, International journal of computer assisted radiology and surgery, vol.11, issue.9, pp.1623-1636, 2016. ,
Task versus subtask surgical skill evaluation of robotic minimally invasive surgery, Medical Image Computing and Computer-Assisted Intervention-MICCAI, pp.435-442, 2009. ,
Unsupervised trajectory segmentation for surgical gesture recognition in robotic training, IEEE Transactions on Biomedical Engineering, 2015. ,
URL : https://hal.archives-ouvertes.fr/lirmm-01217023
Unsupervised surgical data alignment with application to automatic activity annotation, International Conference on Robotics and Automation, pp.4158-4163, 2016. ,
Automated segmentation of surgical motion for performance analysis and feedback, International Conference on Medical Image Computing and Computer-Assisted Intervention-MICCAI, pp.379-386, 2015. ,
Beyond task time: automated measurement augments fundamentals of laparoscopic skills methodology, Journal of Surgical Research, vol.192, issue.2, pp.329-338, 2014. ,
Automatic recognition of surgical motions using statistical modeling for capturing variability, Studies in Health Technology and Informatics, vol.132, p.396, 2008. ,
Sparse hidden markov models for surgical gesture classification and skill evaluation, Information Processing in Computer-Assisted Interventions, pp.167-177, 2012. ,
Surgical gesture segmentation and recognition, Medical Image Computing and Computer-Assisted InterventionMICCAI, pp.339-346, 2013. ,
DOI : 10.1007/978-3-642-40760-4_43
URL : http://www.vision.jhu.edu/assets/TaoMICCAI13.pdf
Time series abstraction methods-a survey, In: GI Jahrestagung, pp.777-786, 2002. ,
Mining motifs in massive time series databases, International Conference on Data Mining, pp.370-377, 2002. ,
DOI : 10.1109/icdm.2002.1183925
URL : http://www.cs.ucr.edu/~stelo/papers/motif_ICDM.pdf
Classification-driven temporal discretization of multivariate time series, Data Mining and Knowledge Discovery, vol.29, issue.4, pp.871-913, 2015. ,
DOI : 10.1007/s10618-014-0380-z
Introduction to information retrieval, vol.1, 2008. ,
A dataset and benchmarks for segmentation and recognition of gestures in robotic surgery, IEEE Transactions on Biomedical Engineering, 2017. ,