000 03630nam a22005295i 4500
001 978-3-642-15816-2
003 DE-He213
005 20140220083747.0
007 cr nn 008mamaa
008 110228s2011 gw | s |||| 0|eng d
020 _a9783642158162
_9978-3-642-15816-2
024 7 _a10.1007/978-3-642-15816-2
_2doi
050 4 _aQH505
072 7 _aPHVN
_2bicssc
072 7 _aPHVD
_2bicssc
072 7 _aSCI009000
_2bisacsh
082 0 4 _a571.4
_223
100 1 _aDeserno, Thomas Martin.
_eeditor.
245 1 0 _aBiomedical Image Processing
_h[electronic resource] /
_cedited by Thomas Martin Deserno.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2011.
300 _aXXXVII, 595 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aBiological and Medical Physics, Biomedical Engineering,
_x1618-7210
505 0 _aFundamentals of Biomedical Image Processing -- Part I: Image Formation -- Fusion of PET and MRI for Hybrid Imaging -- Cardiac 4D Ultrasound Imaging -- Part II: Image Enhancement -- Morphological Image Processing Applied in Biomedicine -- Medical Image Registration -- Part III: Feature Extraction and Selection -- Multi-Scale and Multi-Orientation Medical Image Analysis -- Feature Extraction and Selection for Decision Making -- Part IV: Segmentation -- Parametric and Non-Parametric Clustering for Segmentation -- Region-Based Segmentation: Fuzzy Connectedness, Graph Cut and Related Algorithms -- Model-Based Segmentation -- Part V: Classification and Measurements -- Melanoma Diagnosis -- CADx Mammography -- Quantitative Medical Image Analysis for Clinical Development of Therapeutics -- Part VI: Image Data Visualization -- Visualization and Diffusion MRI -- Part VII: Image Management and Integration -- Digital Imaging and Communications in Medicine -- PACS-Based Computer-Aided Detection and Diagnosis -- Content-Based Medical Image Retrieval -- Part VIII: Evaluation and Customizing -- Toolkits and Software for Developing Biomedical Image Processing and Analysis Applications -- Image Processing and the Performance Gap.
520 _aIn modern medicine, imaging is the most effective tool for diagnostics, treatment planning and therapy. Almost all modalities have went to directly digital acquisition techniques and processing of this image data have become an important option for health care in future. This book is written by a team of internationally recognized experts from all over the world. It provides a brief but complete overview on medical image processing and analysis highlighting recent advances that have been made in academics. Color figures are used extensively to illustrate the methods and help the reader to understand the complex topics.
650 0 _aPhysics.
650 0 _aMedicine.
650 0 _aRadiology, Medical.
650 0 _aComputer vision.
650 0 _aOptical pattern recognition.
650 1 4 _aPhysics.
650 2 4 _aBiophysics and Biological Physics.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aPattern Recognition.
650 2 4 _aMedicine/Public Health, general.
650 2 4 _aImaging / Radiology.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642158155
830 0 _aBiological and Medical Physics, Biomedical Engineering,
_x1618-7210
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-15816-2
912 _aZDB-2-PHA
999 _c107090
_d107090