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Titlebook: Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015; 18th International C Nassir Navab,Joachim Hornegger,Alejandro Fr

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书目名称Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015
副标题18th International C
编辑Nassir Navab,Joachim Hornegger,Alejandro Frangi
视频video
概述Includes supplementary material:
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015; 18th International C Nassir Navab,Joachim Hornegger,Alejandro Fr
描述.The three-volume set LNCS 9349, 9350, and 9351 constitutes the refereed proceedings of the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015, held in Munich, Germany, in October 2015. Based on rigorous peer reviews, the program committee carefully selected 263 revised papers from 810 submissions for presentation in three volumes. The papers have been organized in the following topical sections: quantitative image analysis I: segmentation and measurement; computer-aided diagnosis: machine learning; computer-aided diagnosis: automation; quantitative image analysis II: classification, detection, features, and morphology; advanced MRI: diffusion, fMRI, DCE; quantitative image analysis III: motion, deformation, development and degeneration; quantitative image analysis IV: microscopy, fluorescence and histological imagery; registration: method and advanced applications; reconstruction, image formation, advanced acquisition - computational imaging; modelling and simulation for diagnosis and interventional planning; computer-assisted and image-guided interventions. .
出版日期Conference proceedings 2015
关键词augmented reality; biomechanical simulation; computational anatomy; image analysis; robot intervention; b
版次1
doihttps://doi.org/10.1007/978-3-319-24553-9
isbn_softcover978-3-319-24552-2
isbn_ebook978-3-319-24553-9Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer International Publishing Switzerland 2015
The information of publication is updating

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Novel Single and Multiple Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codeson single or multiple shells in q-space. The samples in different shells are typically distributed uniformly, because they should be invariant to the orientation of structures within tissue, or the laboratory coordinate frame. The Electrostatic Energy Minimization (EEM) method, originally proposed f
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q-Space Deep Learning for Twelve-Fold Shorter and Model-Free Diffusion MRI Scans of partly redundant input data, which requires long acquisition time. This leads to high scan costs and makes advanced diffusion models such as diffusion kurtosis imaging (DKI) and neurite orientation dispersion and density imaging (NODDI) inapplicable for children and adults who are uncooperative,
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A Machine Learning Based Approach to Fiber Tractography Using Classifier Votingt tracks fiber pathways based on a random forest classification and voting process, guiding each step of the streamline progression by directly processing raw signal intensities. We evaluated our approach quantitatively and qualitatively using phantom and . data. The presented machine learning based
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An Iterated Complex Matrix Approach for Simulation and Analysis of Diffusion MRI Processes of spin particles in the presence of a magnetic field is simulated by an iterated complex matrix multiplication approach. The approach is based on first principles and provides a flexible, transparent and fast simulation tool. The experiments carried out reveals fundamental features of the dMRI pro
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