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 /: 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)

• Record Type: Book
• Other Titles: GRAIL 2018; Beyond MIC 2018
• Further Information: Note: Danail Stoyanov, Zeike Taylor, Enzo Ferrante, Adrian V. Dalca et al. (eds.).
• Editors: Stoyanov, Danail; Taylor, Zeike; Ferrante, Enzo; Dalca, Adrian V (Adrian Vasile)
• Other Names: GRAIL (Workshop), 2nd; Beyond MIC (Workshop), 1st; International Conference on Medical Image Computing and Computer-Assisted Intervention, 21st
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xvi, 101 pages), illustrations
• Subjects: 616.07/54; Computer science; Diagnostic imaging -- Digital techniques -- Congresses; Computers -- Data Processing; Computers -- Intelligence (AI) & Semantics; Computers -- Programming -- Algorithms; Computers -- Information Theory; Mathematical theory of computation; Artificial intelligence; Algorithms & data structures; Computer vision; Artificial intelligence; Computer software; Data structures (Computer science); Computers -- Computer Graphics; Image processing; Electronic books
• Languages: English
• ISBNs: 9783030006891; 3030006891
• Related ISBNs: 9783030006884
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed September 20, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.