000 05209nam a22006015i 4500
001 978-3-319-05530-5
003 DE-He213
005 20240423125240.0
007 cr nn 008mamaa
008 140331s2014 sz | s |||| 0|eng d
020 _a9783319055305
_9978-3-319-05530-5
024 7 _a10.1007/978-3-319-05530-5
_2doi
050 4 _aTA1634
072 7 _aUYQV
_2bicssc
072 7 _aCOM016000
_2bisacsh
072 7 _aUYQV
_2thema
082 0 4 _a006.37
_223
245 1 0 _aMedical Computer Vision. Large Data in Medical Imaging
_h[electronic resource] :
_bThird International MICCAI Workshop, MCV 2013, Nagoya, Japan, September 26, 2013, Revised Selected Papers /
_cedited by Bjoern Menze, Georg Langs, Albert Montillo, Michael Kelm, Henning Müller, Zhuowen Tu.
250 _a1st ed. 2014.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aXI, 229 p. 93 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v8331
505 0 _aOverview of the 2013 Workshop on Medical Computer Vision -- Semi-supervised Learning of Nonrigid Deformations for Image Registration -- Local Regression Learning via Forest Classification For 2D/3D Deformable Registration -- Flexible Architecture for Streaming and Visualization of Large Virtual Microscopy Images -- 2D-PCA Shape Models: Application to 3D Reconstruction of the Human Teeth from a Single Image -- Class-Specific Regression Random Forest for Accurate Extraction of Standard Planes from 3D Echocardiography -- Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas -- Integrated Spatio-Temporal Segmentation of Longitudinal Brain Tumor Imaging Studies -- Robust Mixture-Parameter Estimation for Unsupervised Segmentation of Brain MR Images -- White Matter Supervoxel Segmentation by Axial DP-Means Clustering -- Semantic Context Forests for Learning-Based Knee Cartilage Segmentation in 3D MR Images -- Local Phase-Based Fast Ray Features for Automatic Left Ventricle Apical View Detection in 3D Echocardiography -- Automatic Aorta Detection in 3D Cardiac CT Images Using Bayesian Tracking Method -- Organ Localization Using Joint AP/LAT View Landmark Consensus Detection and Hierarchical Active Appearance Models -- Pectoral Muscle Detection in Digital Breast Tomosynthesis and Mammography -- Multilevel Image Feature Learning for Computer-Aided Diagnosis on Large-Scale Evaluation -- Shape Curvature Histogram: A Shape Feature for Celiac Disease Diagnosis -- 2D–Based 3D Volume Retrieval Using Singular Value Decomposition of Detected Regions -- Feature Extraction with Intrinsic Distortion Correction in Celiac Disease Imagery: No Need for Rasterization -- A Novel Shape Feature Descriptor for the Classification of Polyps in HD Colonoscopy -- Multi-Structure Atlas-Based Segmentation Using Anatomical Regions of Interest -- Using Probability Maps for Multi-organ Automatic Segmentation.
520 _aThis book constitutes the thoroughly refereed post-workshop proceedings of the Third International Workshop on Medical Computer Vision, MCV 2013, held in Nagoya, Japan, in September 2013 in conjunction with the 16th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013. The 7 revised full papers and 12 poster papers presented were selected from 25 submissions. They have been organized in topical sections on registration and visualization, segmentation, detection and localization, and features and retrieval. In addition, the volume contains two invited papers describing segmentation task and data set of the VISCERAL benchmark challenge.
650 0 _aComputer vision.
650 0 _aPattern recognition systems.
650 0 _aMedical informatics.
650 1 4 _aComputer Vision.
650 2 4 _aAutomated Pattern Recognition.
650 2 4 _aHealth Informatics.
700 1 _aMenze, Bjoern.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLangs, Georg.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMontillo, Albert.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKelm, Michael.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMüller, Henning.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aTu, Zhuowen.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319055299
776 0 8 _iPrinted edition:
_z9783319055312
830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v8331
856 4 0 _uhttps://doi.org/10.1007/978-3-319-05530-5
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cSPRINGER
999 _c175874
_d175874