000 -LEADER |
fixed length control field |
05789nam a22006375i 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
ISBN |
9783540462583 |
-- |
978-3-540-46258-3 |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
006.6 |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
006.37 |
245 10 - TITLE STATEMENT |
Title |
Computer Vision Approaches to Medical Image Analysis |
Sub Title |
Second International ECCV Workshop, CVAMIA 2006 Graz, Austria, May 12, 2006 Revised Papers / |
Statement of responsibility, etc |
edited by Reinhard R. Beichel, Milan Sonka. |
260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication |
Berlin, Heidelberg : |
Name of publisher |
Springer Berlin Heidelberg, |
Year of publication |
2006. |
300 ## - PHYSICAL DESCRIPTION |
Number of Pages |
XII, 264 p. |
Other physical details |
online resource. |
490 1# - SERIES STATEMENT |
Series statement |
Lecture Notes in Computer Science, |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Clinical Applications -- Melanoma Recognition Using Representative and Discriminative Kernel Classifiers -- Detection of Connective Tissue Disorders from 3D Aortic MR Images Using Independent Component Analysis -- Comparing Ensembles of Learners: Detecting Prostate Cancer from High Resolution MRI -- Accurate Measurement of Cartilage Morphology Using a 3D Laser Scanner -- Image Registration -- Quantification of Growth and Motion Using Non-rigid Registration -- Image Registration Accuracy Estimation Without Ground Truth Using Bootstrap -- SIFT and Shape Context for Feature-Based Nonlinear Registration of Thoracic CT Images -- Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization -- Image Segmentation and Analysis -- Comparative Analysis of Kernel Methods for Statistical Shape Learning -- Segmentation of Dynamic Emission Tomography Data in Projection Space -- A Framework for Unsupervised Segmentation of Multi-modal Medical Images -- Poster Session -- An Integrated Algorithm for MRI Brain Images Segmentation -- Spatial Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images -- Quasi-conformal Flat Representation of Triangulated Surfaces for Computerized Tomography -- Bony Structure Suppression in Chest Radiographs -- A Minimally-Interactive Watershed Algorithm Designed for Efficient CTA Bone Removal -- Automatic Reconstruction of Dendrite Morphology from Optical Section Stacks -- Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos -- A Study on the Influence of Image Dynamics and Noise on the JPEG 2000 Compression Performance for Medical Images -- Fast Segmentation of the Mitral Valve Leaflet in Echocardiography -- Three Dimensional Tissue Classifications in MR Brain Images -- 3-D Ultrasound Probe Calibration for Computer-Guided Diagnosis and Therapy. |
520 ## - SUMMARY, ETC. |
Summary, etc |
Medical imaging and medical image analysis are developing rapidly. While m- ical imaging has already become a standard of modern medical care, medical image analysis is still mostly performed visually and qualitatively. The ev- increasing volume of acquired data makes it impossible to utilize them in full. Equally important, the visual approaches to medical image analysis are known to su?er from a lack of reproducibility. A signi?cant researche?ort is devoted to developing algorithms for processing the wealth of data available and extracting the relevant information in a computerized and quantitative fashion. Medical imaging and image analysis are interdisciplinary areas combining electrical, computer, and biomedical engineering; computer science; mathem- ics; physics; statistics; biology; medicine; and other ?elds. Medical imaging and computer vision, interestingly enough, have developed and continue developing somewhat independently. Nevertheless, bringing them together promises to b- e?t both of these ?elds. This was the second time that a satellite workshop,solely devoted to medical image analysis issues, was held in conjunction with the European Conference on Computer Vision (ECCV), and we are optimistic that this will become a tradition at ECCV. We received 38 full-length paper submissions to the second Computer Vision Approaches to Medical Image Analysis (CVAMIA) Workshop, out of which 10 were accepted for oral and 11 for poster presentation after a rigorous peer-review process. In addition, the workshop included three invited talks. The ?rst was given by Maryellen Giger from the University of Chicago, USA — titled “Multi-Modality Breast CADx”. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer science. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Medical records |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Artificial intelligence. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer graphics. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer vision. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Optical pattern recognition. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Bioinformatics. |
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer Science. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Image Processing and Computer Vision. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Artificial Intelligence (incl. Robotics). |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Pattern Recognition. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer Graphics. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Health Informatics. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Bioinformatics. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Beichel, Reinhard R. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Sonka, Milan. |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
http://dx.doi.org/10.1007/11889762 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Koha item type |
E-BOOKS |
264 #1 - |
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Berlin, Heidelberg : |
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Springer Berlin Heidelberg, |
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2006. |
336 ## - |
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text |
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rdacontent |
337 ## - |
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computer |
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rdamedia |
338 ## - |
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online resource |
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rdacarrier |
347 ## - |
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text file |
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PDF |
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rda |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
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0302-9743 ; |