Medical computer vision and Bayesian and graphical models for biomedical imaging : MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised selected papers /: MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised selected papers. (2017)

• Record Type: Book
• Further Information: Note: Henning Müller, B. Michael Kelm, Tal Arbel, Weidong Cai, M. Jorge Cardoso, Georg Langs, Bjoern Menze, Dimitris Metaxas, Albert Montillo, William M. Wells III, Shaoting Zhang, Albert C.S. Chung, Mark Jenkinson, Annemie Ribbens (eds.).
• Editors: (Medical scientist), Müller, Henning; Kelm, B. Michael; Arbel, Tal; Cai, Weidong; Cardoso, M. Jorge; Langs, Georg; Menze, Bjoern; Metaxas, Dimitris N, 1962-; Montillo, Albert; Wells, William M; Zhang, Shaoting; Chung, Albert C. S; Jenkinson, Mark; Ribbens, Annemie
• Other Names: MCV (Workshop); BAMBI (Workshop), 3rd, jointly held conference; International Conference on Medical Image Computing and Computer-Assisted Intervention, 19th, jointly held conference
• Contents: Constructing Subject- and Disease-Specific Effect Maps: Application to Neurodegenerative Diseases -- BigBrain: Automated Cortical Parcellation and Comparison with Existing Brain Atlases -- LATEST: Local AdapTivE and Sequential Training for Tissue Segmentation of Isointense Infant Brain MR Images -- Landmark-based Alzheimer's Disease Diagnosis Using Longitudinal Structural MR Images -- Inferring Disease Status by non-Parametric Probabilistic Embedding -- A Lung Graph-Model for Pulmonary Hypertension and Pulmonary Embolism Detection on DECT Images -- Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study -- Automatic Segmentation of Abdominal MRI Using Selective Sampling and Random Walker -- Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation -- Automatic Detection of Histological Artifacts in Mouse Brain Slice Images -- Lung Nodule Classification by Jointly Using Visual Descriptors and Deep Features -- Representation Learning for Cross-Modality Classification -- Guideline-based Machine Learning for Standard Plane Extraction in 3D Cardiac Ultrasound -- A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images -- Bayesian Multiview Manifold Learning Applied to Hippocampus Shape and Clinical Score Data -- Rigid Slice-To-Volume Medical Image Registration through Markov Random Fields -- Sparse Probabilistic Parallel Factor Analysis for the Modeling of PET and Task-fMRI data -- Non-local Graph-based Regularization for Deformable Image Registration -- Unsupervised Framework for Consistent Longitudinal MS Lesion Segmentation.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (xiii, 222 pages), illustrations
• Subjects: 610.2856; Computer science; Computer vision in medicine -- Congresses; Diagnostic imaging -- Data processing -- Congresses; Computer vision in medicine; Diagnostic imaging -- Data processing; Computer Science; Image Processing and Computer Vision; Health Informatics; Artificial Intelligence (incl. Robotics); Probability and Statistics in Computer Science; Math Applications in Computer Science; Pattern Recognition; Therapy, Computer-Assisted; Medical -- General; Computers -- Intelligence (AI) & Semantics; Computers -- Mathematical & Statistical Software; Computers -- Data Processing; Computers -- Computer Vision & Pattern Recognition; Health & safety aspects of IT; Artificial intelligence; Maths for computer scientists; Pattern recognition; Computer vision; Medical records -- Data processing; Artificial intelligence; Optical pattern recognition; Computers -- Computer Graphics; Image processing; Electronic books; Conference papers and proceedings; Congresses
• Languages: English
• ISBNs: 9783319611884; 3319611887; 3319611879; 9783319611877
• Related ISBNs: 9783319611877
• Notes: Note: Includes bibliographical references and author index.; Note: Online resource; title from PDF title page (SpringerLink, viewed July 6, 2017).
• 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.