Statistical and computational methods in brain image analysis. (2013)

• Record Type: Book
• Further Information: Note: Moo K. Chung.
• Authors: Chung, Moo K
• Contents: Introduction to brain and medical images -- Bernoulli models for binary images -- General linear models -- Gaussian kernel smoothing -- Random fields theory -- Anisotropic kernel smoothing -- Multivariate general linear models -- Cortical surface analysis -- Heat kernel smoothing on surfaces -- 1Cosine series representation of 3D curves -- Weighted spherical harmonic representation -- Multivariate surface shape analysis -- Laplace-Beltrami Eigenfunctions for surface data -- Persistent homology -- Sparse networks -- Sparse shape models -- Modeling structural brain networks -- Mixed effects models.
• Publisher Details: Boca Raton, FL : CRC Press, Taylor & Francis Group
• Publication Date: 2013
• Copyright Date: 2014
• Extent: 1 online resource (432 pages), illustrations (some color)
• Subjects: 616.8/04754; Brain -- Imaging; Brain -- Imaging -- Statistical methods; Brain mapping -- Statistical methods; Neuroimaging; Image Processing, Computer-Assisted -- methods; Statistics as Topic -- methods; MATHEMATICS -- Probability & Statistics -- General; SCIENCE -- Life Sciences -- Neuroscience; TECHNOLOGY & ENGINEERING -- Biomedical; HEALTH & FITNESS -- Diseases -- General; MEDICAL -- Clinical Medicine; MEDICAL -- Diseases; MEDICAL -- Evidence-Based Medicine; MEDICAL -- Internal Medicine; Electronic books
• Languages: English
• ISBNs: 1299710573; 9781299710573; 9781439836361; 1439836361
• Related ISBNs: 9781439836354; 1439836353
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from resource home page (ebrary, viewed on April 29, 2014).
• 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.