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024 7 _a10.1007/978-3-319-41827-8
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245 1 0 _aComputational Methods and Clinical Applications for Spine Imaging
_h[electronic resource] :
_bThird International Workshop and Challenge, CSI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings /
_cedited by Tomaž Vrtovec, Jianhua Yao, Ben Glocker, Tobias Klinder, Alejandro Frangi, Guoyan Zheng, Shuo Li.
250 _a1st ed. 2016.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aX, 159 p. 61 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v9402
505 0 _aAutomated Pedicle Screw Size and Trajectory Planning by Maximization of Fastening Strength -- Automatic Modic Changes Classification in Spinal MRI -- Patient Registration via Topologically Encoded Depth Projection Images in Spine Surgery -- Automatic Localisation of Vertebrae in DXA Images Using Random Forest Regression Voting -- Robust CT to US 3D-3D Registration by Using Principal Component Analysis and Kalman Filtering -- Cortical Bone Thickness Estimation in CT Images: A Model-Based Approach Without Profile Fitting -- Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT -- Statistical Shape Model Construction of Lumbar Vertebrae and Intervertebral Discs in Segmentation for Discectomy Surgery Simulation -- Automatic Intervertebral Discs Localization and Segmentation: A Vertebral Approach -- Segmentation of Intervertebral Discs in 3D MRI Data Using Multi-Atlas Based Registration -- Deformable Model-Based Segmentation of Intervertebral Discs from MR Spine Images by Using the SSC Descriptor -- 3D Intervertebral Disc Segmentation from MRI Using Supervoxel-Based CRFs -- Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images Based on Regression Forests and Active Contours -- Localization and Segmentation of 3D Intervertebral Discs from MR Images via a Learning Based Method: A Validation Framework -- Automated Intervertebral Disc Segmentation Using Probabilistic Shape Estimation and Active Shape Models. .
520 _aThis book constitutes the refereed proceedings of the Third International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2015, held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015. The 9 workshop papers and 6 challenge contributions were carefully reviewed and selected for inclusion in this volume. The papers cover all major aspects related to spine imaging.
650 0 _aComputer vision.
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650 0 _aPattern recognition systems.
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650 0 _aComputer graphics.
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650 0 _aArtificial intelligence.
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650 0 _aComputer simulation.
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650 0 _aAlgorithms.
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650 1 4 _aComputer Vision.
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650 2 4 _aAutomated Pattern Recognition.
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650 2 4 _aComputer Graphics.
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650 2 4 _aArtificial Intelligence.
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650 2 4 _aComputer Modelling.
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650 2 4 _aAlgorithms.
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700 1 _aVrtovec, Tomaž.
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700 1 _aYao, Jianhua.
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700 1 _aGlocker, Ben.
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700 1 _aKlinder, Tobias.
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700 1 _aFrangi, Alejandro.
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700 1 _aZheng, Guoyan.
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700 1 _aLi, Shuo.
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830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
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