Can surgical simulation be used to train detection and classification of neural networks?
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Danail Stoyanov | Petros Giataganas | Mark Stacey | Evangello Flouty | Andre Chow | Sam Muscroft | Odysseas Zisimopoulos | Jean Nehme | D. Stoyanov | Andre Chow | Evangello Flouty | Odysseas Zisimopoulos | P. Giataganas | J. Nehme | Sam Muscroft | M. Stacey
[1] Gregory D. Hager,et al. Recognizing Surgical Activities with Recurrent Neural Networks , 2016, MICCAI.
[2] Gregory D. Hager,et al. Automatic Detection and Segmentation of Robot-Assisted Surgical Motions , 2005, MICCAI.
[3] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[4] Trevor Darrell,et al. Caffe: Convolutional Architecture for Fast Feature Embedding , 2014, ACM Multimedia.
[5] Nassir Navab,et al. Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery , 2015, MICCAI.
[6] Sébastien Ourselin,et al. Combined 2D and 3D tracking of surgical instruments for minimally invasive and robotic-assisted surgery , 2016, International Journal of Computer Assisted Radiology and Surgery.
[7] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[8] W. Berry,et al. Perspectives in quality: designing the WHO Surgical Safety Checklist. , 2010, International journal for quality in health care : journal of the International Society for Quality in Health Care.
[9] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[10] Anirban Mukhopadhyay,et al. Addressing multi-label imbalance problem of surgical tool detection using CNN , 2017, International Journal of Computer Assisted Radiology and Surgery.
[11] Gregory D. Hager,et al. Surgical gesture classification from video and kinematic data , 2013, Medical Image Anal..
[12] Rüdiger Dillmann,et al. Knowledge-Driven Formalization of Laparoscopic Surgeries for Rule-Based Intraoperative Context-Aware Assistance , 2014, IPCAI.
[13] Andru Putra Twinanda,et al. EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos , 2016, IEEE Transactions on Medical Imaging.
[14] Trevor Darrell,et al. Fully Convolutional Networks for Semantic Segmentation , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[15] Rajesh Aggarwal,et al. Synchronized video and motion analysis for the assessment of procedures in the operating theater. , 2005, Archives of surgery.
[16] Masaru Ishii,et al. Objective Assessment of Surgical Technical Skill and Competency in the Operating Room. , 2017, Annual review of biomedical engineering.
[17] Nicolai Schoch,et al. Surgical Data Science: Enabling Next-Generation Surgery , 2017, ArXiv.
[18] Nassir Navab,et al. Statistical modeling and recognition of surgical workflow , 2012, Medical Image Anal..
[19] Trevor Darrell,et al. Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation , 2013, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[20] Rob Fergus,et al. Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-scale Convolutional Architecture , 2014, 2015 IEEE International Conference on Computer Vision (ICCV).
[21] C. Gupte,et al. Validating Touch Surgery™: A cognitive task simulation and rehearsal app for intramedullary femoral nailing. , 2015, Injury.
[22] Alexei A. Efros,et al. Image-to-Image Translation with Conditional Adversarial Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[23] Danail Stoyanov,et al. Vision‐based and marker‐less surgical tool detection and tracking: a review of the literature , 2017, Medical Image Anal..
[24] Luc Van Gool,et al. The Pascal Visual Object Classes (VOC) Challenge , 2010, International Journal of Computer Vision.
[25] Jianguo Zhang,et al. The PASCAL Visual Object Classes Challenge , 2006 .