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001 978-3-319-03813-1
003 DE-He213
005 20140220082514.0
007 cr nn 008mamaa
008 140128s2014 gw | s |||| 0|eng d
020 _a9783319038131
_9978-3-319-03813-1
024 7 _a10.1007/978-3-319-03813-1
_2doi
050 4 _aR856-857
072 7 _aMQW
_2bicssc
072 7 _aTEC009000
_2bisacsh
082 0 4 _a610.28
_223
100 1 _aLi, Shuo.
_eeditor.
245 1 0 _aShape Analysis in Medical Image Analysis
_h[electronic resource] /
_cedited by Shuo Li, João Manuel R. S. Tavares.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aVIII, 442 p. 220 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computational Vision and Biomechanics,
_x2212-9391 ;
_v14
505 0 _aPreface -- Part I: Methods and Models -- 1. Shape Analysis for Brain Structures: A Review, by Bernard Ng, Matthew Toews, Stanley Durrleman, Yonggang Shi -- 2. Shape Analysis in Molecular Imaging, by Fei Gao, Pengcheng Shi -- 3. Variational Shape Representation for Modeling, Elastic Registration and Segmentation, by Amal A. Farag, Ahmed Shalaby, Aly A. Farag -- 4. Image Computing Based on Bayesian Models, by Zhong Xue, Stephen Wong -- 5. Shape-Constrained Deformable Models and Applications in Medical Imaging, by Jürgen Weese, Irina Waechter-Stehle, Lyubomir Zagorchev, Jochen Peters -- Part II: Application Cases -- 6. Accurate Pathology Segmentation in FLAIR MRI for Robust Shape Characterization, by April Khademi, Alan R. Moody, Anastasios Venetsanopoulos -- 7. Groupwise Registration of Brain Images, by Zhenyu Tang, Yong Fan -- 8. Modeling of Lung Nodules from LDCT of the Human Chest: Algorithms and Evaluation for CAD Systems, by Amal A. Farag, James Graham, Salwa Elshazly, Mohamed Al-Mogy, Aly Farag -- 9. Analyzing the Shape and Motion of the Lung and Heart in Dynamic Pulmonary Imaging, by Jianming Liang, Tim McInerney, Demetri Terzopoulos -- 10. Epithelial Cell Segmentation via Shape Ranking, by Alberto Santamaria-Pang, Yuchi Huang, Jens Rittscher -- 11. Computational Modeling of the Spine, by T. Klinder, S. Kadoury, C. Lorenz -- 12. Shape Constraints for the Left Ventricle Segmentation from Cardiac Cine MRI Based on Snake Models, by Yuanquan Wang, Yuwei Wu, Yunde Jia -- 13. An Optical Flow Approach to Assessment of Ventricular Shape Change Based on Echocardiography, by Amir A. Amini, Nirmanmoh Bhatia, Rita Longaker, Motaz Alshaher, Marcus Stoddard and Vahid Tavakoli.
520 _aThis book contains thirteen contributions from invited experts of international recognition addressing important issues in shape analysis in medical image analysis, including techniques for image segmentation, registration, modelling and classification, and applications in biology, as well as in cardiac, brain, spine, chest, lung and clinical practice. This volume treats topics such as, anatomic and functional shape representation and matching; shape-based medical image segmentation; shape registration; statistical shape analysis; shape deformation; shape-based abnormity detection; shape tracking and longitudinal shape analysis; machine learning for shape modeling and analysis; shape-based computer-aided-diagnosis; shape-based medical navigation; benchmark and validation of shape representation, analysis and modeling algorithms. This work will be of interest to researchers, students, and manufacturers in the fields of artificial intelligence, bioengineering, biomechanics, computational mechanics, computational vision, computer sciences, human motion, mathematics, medical imaging, medicine, pattern recognition and physics.  
650 0 _aEngineering.
650 0 _aRadiology, Medical.
650 0 _aComputer vision.
650 0 _aBiomedical engineering.
650 1 4 _aEngineering.
650 2 4 _aBiomedical Engineering.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aImaging / Radiology.
700 1 _aTavares, João Manuel R. S.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319038124
830 0 _aLecture Notes in Computational Vision and Biomechanics,
_x2212-9391 ;
_v14
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-03813-1
912 _aZDB-2-ENG
999 _c93030
_d93030