Patch-based techniques in medical imaging : first International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised selected papers /: first International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised selected papers. (2015)

• Record Type: Book
• Other Titles: Patch-MI 2015
• Further Information: Note: Guorong Wu, Pierrick Coupé, Yiqiang Zhan, Brent Munsell, Daniel Rueckert (eds.).
• Editors: (Researcher in medical imaging), Wu, Guorong; Coupé, Pierrick; Zhan, Yiqiang; Munsell, Brent; Rueckert, Daniel
• Other Names: Patch-MI (Workshop), 1st; International Conference on Medical Image Computing and Computer-Assisted Intervention, 18th
• Contents: A Multi-level Canonical Correlation Analysis Scheme for Standard-dose PET Image Estimation -- Image Super-Resolution by Supervised Adaption of Patchwise Self-Similarity from High-Resolution Image -- Automatic Hippocampus Labeling Using the Hierarchy of Sub-Region Random Forests -- Isointense Infant Brain Segmentation by Stacked Kernel Canonical Correlation Analysis -- Improving Accuracy of Automatic Hippocampus Segmentation in Routine MRI by Features Learned from Ultra-high Field MRI -- Dual-Layer l1-Graph Embedding for Semi-Supervised Image Labeling -- Automatic Liver Tumor Segmentation in Follow-up CT Studies Using Convolutional Neural Network -- Block-based Statistics for Robust Non-Parametric Morphometry -- Automatic Collimation Detection in Digital Radiographs with the Directed Hough Transform and Learning-based Edge Detection -- Efficient Lung Cancer Cell Detection with Deep Convolutional Neural Network -- An Effective Approach for Robust Lung Cancer Cell Detection -- Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation -- Hippocampus Segmentation through Distance Field Fusion -- Learning a Spatiotemporal Dictionary for Magnetic Resonance Fingerprinting with Compress Sensing -- Fast Regions-of-Interest Detection in Whole Slide Histopathology Images -- Reliability Guided Forward and Backward Patch-based Method for Multi-atlas Segmentation -- Correlating Tumour Histology and ex vivo MRI Using Dense Modality-Independent Patch-Based Descriptor -- Multi-Atlas Segmentation using Patch-Based Joint Label Fusion with Non-Negative Least Squares Regression -- A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images -- 3D MRI Denoising using Rough Set Theory and Kernel Embedding Method -- A Novel Cell Orientation Congruence Descriptor for Superpixel based Epithelium Segmentation in Endometrial Histology Images -- Patch-based Segmentation from MP2RAGE Images: Comparison to Conventional Techniques -- Multi-Atlas and Multi-Modal Hippocampus Segmentation for Infant MR Brain Images by Propagating Anatomical Labels on Hypergraph -- Prediction of Infant MRI Appearance and Anatomical Structure Evolution using Sparse Patch-based Metamorphosis Learning Framework -- Efficient Multi-Scale Patch-based Segmentation.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource (ix, 216 pages), color illustrations
• Subjects: 616.07/57; Computer science; Diagnostic imaging -- Data processing -- Congresses; Diagnostic imaging -- Data processing; Applied Physics; Engineering & Applied Sciences; 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; Electronic books; Conference papers and proceedings; Electronic books
• Languages: English
• ISBNs: 9783319281940; 3319281941
• Related ISBNs: 9783319281933; 3319281933
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed January 15, 2016).
• 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.