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作者 GRAIL (Workshop) (2nd : 2018 : Granada, Spain)
書名 Graphs in biomedical image analysis and integrating medical imaging and non-imaging modalities : second International Workshop, GRAIL 2018 and first International Workshop, Beyond MIC 2018, held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018 : proceedings / edited by Danail Stoyanov, Zeike Taylor, Enzo Ferrante, Adrian V. Dalca, Anne Martel, Lena Maier-Hein, Sarah Parisot, Aristeidis Sotiras, Bartlomiej Papiez, Mert R. Sabuncu, Li Shen
出版項 Cham : Springer International Publishing : Imprint: Springer, 2018
國際標準書號 9783030006891 (electronic bk.)
9783030006884 (paper)
國際標準號碼 10.1007/978-3-030-00689-1 doi
book jacket
說明 1 online resource (xvi, 101 pages) : illustrations, digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
系列 Lecture notes in computer science, 0302-9743 ; 11044
Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 11044
Image processing, computer vision, pattern recognition, and graphics
附註 Graph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity -- A Graph Representation and Similarity Measure for Brain Networks with Nodal Features -- Hierarchical Bayesian Networks for Modeling Inter-Class Dependencies: Application to Semi-Supervised Cell Segmentation -- Multi-modal Disease Classification in Incomplete Datasets Using Geometric Matrix Completion -- BrainParcel: A Brain Parcellation Algorithm for Cognitive State Classification -- Modeling Brain Networks with Artificial Neural Networks -- A Bayesian Disease Progression Model for Clinical Trajectories -- Multi-modal brain connectivity study using deep collaborative learning -- Towards Subject and Diagnostic Identifiability in the Alzheimer's Disease Spectrum based on Functional Connectomes -- Predicting Conversion of Mild Cognitive Impairments to Alzheimer's Disease and Exploring Impact of Neuroimaging -- Cross-Diagnostic Prediction of Dimensional Psychiatric Phenotypes in Anorexia Nervosa and Body Dysmorphic Disorder Using Multimodal Neuroimaging and Psychometric Data
This book constitutes the refereed joint proceedings of the Second International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2018 and the First International Workshop on Integrating Medical Imaging and Non-Imaging Modalities, Beyond MIC 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 6 full papers presented at GRAIL 2018 and the 5 full papers presented at BeYond MIC 2018 were carefully reviewed and selected. The GRAIL papers cover a wide range of develop graph-based models for the analysis of biomedical images and encourage the exploration of graph-based models for difficult clinical problems within a variety of biomedical imaging contexts. The Beyond MIC papers cover topics of novel methods with significant imaging and non-imaging components, addressing practical applications and new datasets
Host Item Springer eBooks
主題 Diagnostic imaging -- Digital techniques -- Congresses
Image Processing and Computer Vision
Mathematics of Computing
Artificial Intelligence (incl. Robotics)
Algorithm Analysis and Problem Complexity
Data Structures, Cryptology and Information Theory
Alt Author Stoyanov, Danail, editor
Taylor, Zeike, editor
Ferrante, Enzo, editor
Dalca, Adrian V., editor
Martel, Anne, editor
Maier-Hein, Lena, editor
Parisot, Sarah, editor
Sotiras, Aristeidis, editor
Papiez, Bartlomiej, editor
Sabuncu, Mert R., editor
Shen, Li, editor
SpringerLink (Online service)
Beyond MIC (Workshop) (1st : 2018 : Granada, Spain)
International Conference on Medical Image Computing and Computer-Assisted Intervention (21st : 2018 : Granada, Spain)
Alt Title GRAIL 2018
Beyond MIC 2018
MICCAI 2018
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