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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 2018 ed. [Pehme köide]

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  • Formaat: Paperback / softback, 101 pages, kõrgus x laius: 235x155 mm, kaal: 454 g, 26 Illustrations, black and white; XVI, 101 p. 26 illus., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 11044
  • Ilmumisaeg: 16-Sep-2018
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 3030006883
  • ISBN-13: 9783030006884
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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 2018 ed.Suurem pilt
  • Formaat: Paperback / softback, 101 pages, kõrgus x laius: 235x155 mm, kaal: 454 g, 26 Illustrations, black and white; XVI, 101 p. 26 illus., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 11044
  • Ilmumisaeg: 16-Sep-2018
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 3030006883
  • ISBN-13: 9783030006884
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9783030006884.html
Märksõnad:

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

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 Alzheimers Disease Spectrum based on Functional Connectomes.-
Predicting Conversion of Mild Cognitive Impairments to Alzheimers Disease
and Exploring Impact of Neuroimaging.- Cross-Diagnostic Prediction of
Dimensional Psychiatric Phenotypes inAnorexia Nervosa and Body Dysmorphic
Disorder Using Multimodal Neuroimaging and Psychometric Data.