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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 > Tree Structured Model of Skin Lesion Growth Pattern via Color Based Cluster Analysis
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
Tree Structured Model of Skin Lesion Growth Pattern via Color Based Cluster Analysis
Authors

Sina KhakAbi; Tim K. Lee; M. Stella Atkins

ARI Id

1664733138810_2988719

Access

Not Available Free

Pages

291-299

DOI

10.1007/978-3-642-24319-6_36

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-642-24319-6_36

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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