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El. knyga: Medical Computer Vision: Recognition Techniques and Applications in Medical Imaging

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This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision, MCV 2010, held in Beijing, China, in September 2010 as a satellite event of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2010.

The 10 revised full papers and 11 revised poster papers presented were carefully reviewed and selected from 38 initial submissions. The papers explore the use of modern image recognition technology in tasks such as semantic anatomy parsing, automatic segmentation and quantification, anomaly detection and categorization, data harvesting, semantic navigation and visualization, data organization and clustering, and general-purpose automatic understanding of medical images.
Shape, Geometry and Registration
Conditional Point Distribution Models
1(10)
Kersten Petersen
Mads Nielsen
Sami S. Brandt
Deformable Registration of Organic Shapes via Surface Intrinsic Integrals: Application to Outer Ear Surfaces
11(10)
Sajjad Baloch
Alexander Zouhar
Tong Fang
Iterative Training of Discriminative Models for the Generalized Hough Transform
21(10)
Heike Ruppertshofen
Cristian Lorenz
Sarah Schmidt
Peter Beyerlein
Zein Salah
Georg Rose
Hauke Schramm
Topology Noise Removal for Curve and Surface Evolution
31(12)
Chao Chen
Daniel Freedman
Exploring Cortical Folding Pattern Variability Using Local Image Features
43(11)
Rishi Rajalingham
Matthew Toews
D. Louis Collins
Tal Arbel
Markov Models for Image Reconstruction and Analysis
Surgical Phases Detection from Microscope Videos by Combining SVM and HMM
54(9)
Florent Lalys
Laurent Riffaud
Xavier Morandi
Pierre Jannin
Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment
63(11)
Dongfeng Han
John Bayouth
Sudershan Bhatia
Milan Sonka
Xiaodong Wu
Comparative Validation of Graphical Models for Learning Tumor Segmentations from Noisy Manual Annotations
74(12)
Frederik O. Raster
Bjoern H. Menze
Marc-Andre Weber
Fred A. Hamprecht
Automatic Anatomy Localization via Classification
Localization of 3D Anatomical Structures Using Random Forests and Discrete Optimization
86(10)
Rene Dormer
Erich Birngruber
Helmut Sterner
Horst Bischof
Georg Langs
Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning
96(10)
B. Michael Kelm
S. Kevin Zhou
Michael Suehling
Yefeng Zheng
Michael Wels
Dorin Comaniciu
Regression Forests for Efficient Anatomy Detection and Localization in CT Studies
106(12)
Antonio Criminisi
Jamie Shotton
Duncan Robertson
Ender Konvkoglu
Correcting Misalignment of Automatic 3D Detection by Classification: Ileo-Cecal Valve False Positive Reduction in CT Colonography
118(12)
Le Lu
Matthias Wolf
Jinbo Bi
Marcos Salganicoff
Learning Adaptive and Sparse Representations of Medical Images
130(11)
Alessandra Stagliano
Gabriele Chiusano
Curzio Basso
Matteo Santoro
Feature Selection for SVM-Based Vascular Anomaly Detection
141(12)
Maria A. Zuluaga
Edgar J.F. Delgado Leyton
Marcela Hernandez Hoyos
Maciej Orkisz
Texture Analysis
Multiple Classifier Systems in Texton-Based Approach for the Classification of CT Images of Lung
153(11)
Mehrdad J. Gangeh
Lauge Sørensen
Saher B. Shaker
Mohamed S. Kamel
Marleen de Bruijne
Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE)
164(10)
Peter Maday
Parmeshwar Khurd
Lance Ladic
Mitchell Schnall
Mark Rosen
Christos Davatzikos
Ali Kamen
A Texture Manifold for Curve-Based Morphometry of the Cerebral Cortex
174(10)
Maxime Boucher
Alan Evans
Kaleem Siddiqi
Seinisupervised Probabilistic Clustering of Brain MR Images Including Prior Clinical Information
184(11)
Annemie Ribbens
Frederik Maes
Dirk Vandermeulen
Paul Suetens
Segmentation
Simultaneous Multi-object Segmentation Using Local Robust Statistics and Contour Interaction
195(9)
Yi Gao
Allen Tannenbaum
Ron Kikinis
Spotlight: Automated Confidence-Based User Guidance for Increasing Efficiency in Interactive 3D Image Segmentation
204(10)
Andrew Top
Ghassan Hamarneh
Rafeef Abugharbieh
Automated Segmentation of 3D CT Images Based on Statistical Atlas and Graph Cuts
214(11)
Akinobu Shimizu
Keita Nakagomi
Takuya Narihira
Hidefumi Kobatake
Shigeru Nawano
Kenji Shinozaki
Koich Ishizu
Kaori Togashi
Author Index 225