Computational Methods and Clinical Applications for Spine Imaging

Computational Methods and Clinical Applications for Spine Imaging

4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers

Yao, Jianhua; Frangi, Alejandro; Zheng, Guoyan; Li, Shuo; Glocker, Ben; Vrtovec, Tomaz

Springer International Publishing AG

03/2017

147

Mole

Inglês

9783319550497

15 a 20 dias

2526

Descrição não disponível.
State-of-the-art techniques.- Novel and emerging analysis and visualization techniques.- Clinical challenges and open problems.- Major aspects of problems related to spine imaging.- Including clinical applications of spine imaging.- Computer aided diagnosis of spine conditions.- Computer aided detection of spine-related diseases.- Emerging computational imaging techniques for spinal diseases,.-Fast 3D reconstruction of spine, feature extraction, multiscale analysis, pattern recognition, image enhancement of spine imaging.- Image-guided spine intervention and treatment, multimodal image registration and fusion for spine imaging.- Novel visualization techniques, segmentation techniques for spine imaging, statistical and geometric modeling for spine and vertebra, spine and vertebra localization.
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biomedical engineering;computer vision;computer-aided diagnosis;image analysis;visualization techniques;2D/3D registration;3D reconstruction;classification;convulutional neural networks;localization;machine learning;multiple sclerosis;quantitative medical imaging;random forest;segmentation;spine imaging;variational segmentation;vertebrae analysis;WMGM segmentation;x-ray images