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Home > Machine Learning in Medical Imaging: Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011, Proceedings > Texture Analysis by a PLS Based Method for Combined Feature Extraction and Selection
Machine Learning in Medical Imaging: Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011, Proceedings |
Kenji Suzuki; Fei Wang; Dinggang Shen; Pingkun Yan
Springer Berlin Heidelberg
Machine Learning in Medical Imaging: Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011, Proceedings
Texture Analysis by a PLS Based Method for Combined Feature Extraction and Selection
Authors

Joselene Marques; Erik Dam

ARI Id

1664733138810_2988697

Access

Not Available Free

Pages

109-116

DOI

10.1007/978-3-642-24319-6_14

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-642-24319-6_14

Table of Contents of Book
Showing 1 to 20 of 46 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
Learning Statistical Correlation of Prostate Deformations for Fast Registration
Yonghong Shi; Shu Liao; Dinggang Shen
1-9
Automatic Segmentation of Vertebrae from Radiographs: A Sample-Driven Active Shape Model Approach
Peter Mysling; Kersten Petersen; Mads Nielsen; Martin Lillholm
10-17
Computer-Assisted Intramedullary Nailing Using Real-Time Bone Detection in 2D Ultrasound Images
Agnès Masson-Sibut; Amir Nakib; Eric Petit; François Leitner
18-25
Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults
Roman Filipovych; Susan M. Resnick; Christos Davatzikos
26-34
Automated Selection of Standardized Planes from Ultrasound Volume
Bahbibi Rahmatullah; Aris Papageorghiou; J. Alison Noble
35-42
Maximum Likelihood and James-Stein Edge Estimators for Left Ventricle Tracking in 3D Echocardiography
Engin Dikici; Fredrik Orderud
43-50
A Locally Deformable Statistical Shape Model
Carsten Last; Simon Winkelbach; Friedrich M. Wahl; Klaus W. G. Eichhorn; Friedrich Bootz
51-58
Monte Carlo Expectation Maximization with Hidden Markov Models to Detect Functional Networks in Resting-State fMRI
Wei Liu; Suyash P. Awate; Jeffrey S. Anderson; Deborah Yurgelun-Todd; P. Thomas Fletcher
59-66
DCE-MRI Analysis Using Sparse Adaptive Representations
Gabriele Chiusano; Alessandra Staglianò; Curzio Basso; Alessandro Verri
67-74
Learning Optical Flow Propagation Strategies Using Random Forests for Fast Segmentation in Dynamic 2D & 3D Echocardiography
Michael Verhoek; Mohammad Yaqub; John McManigle; J. Alison Noble
75-82
A Non-rigid Registration Framework That Accommodates Pathology Detection
Chao Lu; James S. Duncan
83-90
Segmentation Based Features for Lymph Node Detection from 3-D Chest CT
Johannes Feulner; S. Kevin Zhou; Matthias Hammon; Joachim Hornegger; Dorin Comaniciu
91-99
Segmenting Hippocampus from 7. 0 Tesla MR Images by Combining Multiple Atlases and Auto-Context Models
Minjeong Kim; Guorong Wu; Wei Li; Li Wang; Young-Don Son; Zang-Hee Cho et al.
100-108
Texture Analysis by a PLS Based Method for Combined Feature Extraction and Selection
Joselene Marques; Erik Dam
109-116
An Effective Supervised Framework for Retinal Blood Vessel Segmentation Using Local Standardisation and Bagging
Uyen T. V. Nguyen; Alauddin Bhuiyan; Kotagiri Ramamohanarao; Laurence A. F. Park
117-125
Automated Identification of Thoracolumbar Vertebrae Using Orthogonal Matching Pursuit
Tao Wu; Bing Jian; Xiang Sean Zhou
126-133
Segmentation of Skull Base Tumors from MRI Using a Hybrid Support Vector Machine-Based Method
Jiayin Zhou; Qi Tian; Vincent Chong; Wei Xiong; Weimin Huang; Zhimin Wang
134-141
Spatial Nonparametric Mixed-Effects Model with Spatial-Varying Coefficients for Analysis of Populations
Juan David Ospina; Oscar Acosta; Gaël Dréan; Guillaume Cazoulat; Antoine Simon; Juan Carlos Correa et al.
142-150
A Machine Learning Approach to Tongue Motion Analysis in 2D Ultrasound Image Sequences
Lisa Tang; Ghassan Hamarneh; Tim Bressmann
151-158
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 46 entries
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