000 04764nam a22004935i 4500
001 978-0-387-09749-7
003 DE-He213
005 20200421111853.0
007 cr nn 008mamaa
008 150324s2015 xxu| s |||| 0|eng d
020 _a9780387097497
_9978-0-387-09749-7
024 7 _a10.1007/978-0-387-09749-7
_2doi
050 4 _aT385
050 4 _aTA1637-1638
050 4 _aTK7882.P3
072 7 _aUYQV
_2bicssc
072 7 _aCOM016000
_2bisacsh
082 0 4 _a006.6
_223
245 1 0 _aHandbook of Biomedical Imaging
_h[electronic resource] :
_bMethodologies and Clinical Research /
_cedited by Nikos Paragios, James Duncan, Nicholas Ayache.
264 1 _aBoston, MA :
_bSpringer US :
_bImprint: Springer,
_c2015.
300 _aVII, 511 p. 154 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aObject Segmentation and Markov Random Fields -- Fuzzy methods in medical imaging -- Curve Propagation, Level Set Methods and Grouping -- Kernel Methods in Medical Imaging -- Geometric Deformable Models: Overview and Recent Developments -- Active Shape and Appearance Models -- Statistical Atlases -- Statistical Computing on Non-Linear Spaces for Computational Anatomy -- Building Patient-Specific Physical and Physiological Computational Models from Medical Images -- Constructing a Patient-Specific Model Heart from CT Data -- Image-based haemodynamics simulation in intracranial aneursyms -- Atlas-based Segmentation -- Integration of Topological Constraints in Medical Image Segmentation -- Monte Carlo Sampling for the Segmentation of Tubular Structures -- Non-rigid registration using free-form deformations -- Image registration using mutual information -- Physical Model Based Recovery of Displacement and Deformations from 3D medical images -- Cardiovascular Informatics -- Rheumatoid Arthritis Quantifiction using Appearance Models -- Medical Image Processing for Analysis of Colon Motility -- Segmentation of Diseased Livers: A 3D Refinement Approach -- Intra and inter subject analyses of brain functional Magnetic Resonance Images (fMRI) -- Diffusion Tensor Estimation, Regularization and Classification -- From Local Q-Ball Estimation to Fibre Crossing Tractography -- Segmentation of clustered cells in microscopy images by geometric PDEs and level sets -- Atlas-based whole-body registration in mice.
520 _aBiomedical image analysis has become a major aspect of engineering sciences, and radiology in particular has become a dominant player in the field. Recent developments have made it possible to use biomedical imaging to view the human body from an anatomical or physiological perspective in a non-invasive fashion. Computer-aided diagnosis consists of developing algorithms and intelligent software components that can automatically process images and spot potential irregularities in the health chain. This book explains the process of computer assisted biomedical image analysis diagnosis through mathematical modeling and inference of image-based bio-markers. It covers five crucial thematic areas: methodologies, statistical and physiological models, biomedical perception, clinical biomarkers, and emerging modalities and domains. The dominant state-of-the-art methodologies for content extraction and interpretation of medical images include fuzzy methods, level set methods, kernel methods, and geometric deformable models. The models and techniques discussed are used in the diagnosis, planning, control and follow-up of medical procedures. Throughout the book, challenges and limitations are explored along with new research directions. This complete volume is an exceptional tool for radiologists, research scientists, senior undergraduate and graduate students in health sciences and engineering, and university professors. This book offers a unique guide to the entire chain of biomedical imaging, explaining how image formation is done, and how the most appropriate algorithms are used to address demands and diagnoses.
650 0 _aComputer science.
650 0 _aRadiology.
650 0 _aComputer graphics.
650 1 4 _aComputer Science.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 2 4 _aImaging / Radiology.
700 1 _aParagios, Nikos.
_eeditor.
700 1 _aDuncan, James.
_eeditor.
700 1 _aAyache, Nicholas.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9780387097480
856 4 0 _uhttp://dx.doi.org/10.1007/978-0-387-09749-7
912 _aZDB-2-SCS
942 _cEBK
999 _c56229
_d56229