Patch-based techniques in medical imaging : Second International Workshop, Patch-MI 2016, held in conjunction with MICCAI 2016, Athens, Greece, October 17, 2016 : proceedings /: Second International Workshop, Patch-MI 2016, held in conjunction with MICCAI 2016, Athens, Greece, October 17, 2016 : proceedings. ([2016])

• Record Type: Book
• Further Information: Note: Guorong Wu, Pierrick Coupé, Yiqiang Zhan, Brent C. Munsell, Daniel Rueckert (eds.).
• Editors: (Researcher in medical imaging), Wu, Guorong; Coupé, Pierrick; Zhan, Yiqiang; Munsell, Brent; Rueckert, Daniel
• Other Names: Patch-MI (Workshop), 2nd; International Conference on Medical Image Computing and Computer-Assisted Intervention, 19th
• Contents: Automatic Segmentation of Hippocampus for Longitudinal Infant Brain MR Image Sequence by Spatial-Temporal Hypergraph Learning -- Construction of Neonatal Diffusion Atlases via Spatio-Angular Consistency -- Selective Labeling: identifying representative sub-volumes for interactive segmentation -- Robust and Accurate Appearance Models based on Joint Dictionary Learning: Data from the Osteoarthritis Initiative -- Consistent multi-atlas hippocampus segmentation for longitudinal MR brain images with temporal sparse representation -- Sparse-Based Morphometry: Principle and Application to Alzheimer's Disease -- Multi-Atlas Based Segmentation of Brainstem Nuclei from MR Images by Deep Hyper-Graph Learning -- Patch-Based Discrete Registration of Clinical Brain Images -- Non-local MRI Library-based Super-resolution: Application to Hippocampus Subfield Segmentation -- Patch-based DTI grading: Application to Alzheimer's disease classification -- Hierarchical Multi-Atlas Segmentation using Label-Specific Embeddings, Target-Specific Templates and Patch Refinement -- HIST: HyperIntensity Segmentation Tool -- Supervoxel-Based Hierarchical Markov Random Field Framework for Multi-Atlas Segmentation -- CapAIBL: Automated reporting of cortical PET quantification without need of MRI on brain surface using a patch-based method -- High resolution hippocampus subfield segmentation using multispectral multi-atlas patch-based label fusion -- Identification of water and fat images in Dixon MRI using aggregated patch-based convolutional neural networks -- Estimating Lung Respiratory Motion Using Combined Global and Local Statistical Models.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2016
• Extent: X, 141 pages, illustrations
• Subjects: 616.07/57; Computer science; Diagnostic Imaging; Image Processing, Computer-Assisted; Diagnostic imaging -- Data processing -- Congresses; Diagnostic imaging -- Data processing; Computer Science; Image Processing and Computer Vision; Pattern Recognition; Computer Graphics; Artificial Intelligence (incl. Robotics); Simulation and Modeling; Algorithm Analysis and Problem Complexity; Computers -- Computer Vision & Pattern Recognition; Computers -- Computer Graphics; Computers -- Intelligence (AI) & Semantics; Computers -- Computer Simulation; Computers -- Programming -- Algorithms; Pattern recognition; Graphics programming; Artificial intelligence; Computer modelling & simulation; Algorithms & data structures; Computer vision; Optical pattern recognition; Computer graphics; Artificial intelligence; Computer simulation; Computer software; Image processing; Congress; Electronic books; Conference papers and proceedings; Electronic books
• Languages: English
• ISBNs: 9783319471174; 3319471171; 9783319471181
• Related ISBNs: 9783319471181; 331947118X
• Notes: Note: Includes bibliographical references and index.
• 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.