Machine learning meets medical imaging : first International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, Revised selected papers /: first International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, Revised selected papers. (2015)

• Record Type: Book
• Other Titles: MLMMI 2015
• Further Information: Note: Kanwal K. Bhatia, Herve Lombaert (eds.).
• Editors: Bhatia, Kanwal K; Lombaert, Herve
• Other Names: International Workshop on Medical Learning Meets Medical Imaging, 1st
• Contents: Retrospective motion correction of magnitude-input MR images -- Automatic Brain Localization in Fetal MRI Using Superpixel Graphs -- Learning Deep Temporal Representations for fMRI Brain Decoding -- Modelling Non-Stationary and Non-Separable Spatio-Temporal Changes in Neurodegeneration via Gaussian Process Convolution -- Improving MRI brain image classification with anatomical regional kernels -- A Graph Based Classification Method for Multiple Sclerosis Clinical Form Using Support Vector Machine -- Classification of Alzheimer's Disease using Discriminant Manifolds of Hippocampus Shapes -- Transfer Learning for Prostate Cancer Mapping Based on Multicentric MR imaging databases.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource (x, 105 pages), color illustrations
• Subjects: 006.3/1; Computer science; Machine learning -- Congresses; Artificial intelligence -- Medical applications -- Congresses; Diagnostic imaging -- Data processing -- Congresses; Artificial intelligence -- Medical applications; Diagnostic imaging -- Data processing; Machine learning; Computer Science; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Computational Biology/Bioinformatics; Pattern Recognition; Algorithm Analysis and Problem Complexity; Computation by Abstract Devices; Computers -- Intelligence (AI) & Semantics; Computers -- Computer Science; Computers -- Computer Vision & Pattern Recognition; Computers -- Programming -- Algorithms; Computers -- Machine Theory; Artificial intelligence; Life sciences: general issues; Pattern recognition; Algorithms & data structures; User interface design & usability; Computer vision; Artificial intelligence; Bioinformatics; Optical pattern recognition; Computer software; Computers -- Computer Graphics; Image processing; Llibres electrònics; Congressos; Conference papers and proceedings; Electronic books
• Languages: English
• ISBNs: 9783319279299; 3319279297; 3319279289; 9783319279282
• Related ISBNs: 9783319279282
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed January 12, 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.