Machine Learning in Medical Imaging - Lecture Notes in Computer Science
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Published By Springer Berlin Heidelberg

9783642159473, 9783642159480
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Fast and Automatic Heart Isolation in 3D CT Volumes: Optimal Shape Initialization

2010 ◽  
pp. 84-91 ◽  
Author(s):  
Yefeng Zheng ◽  
Fernando Vega-Higuera ◽  
Shaohua Kevin Zhou ◽  
Dorin Comaniciu
Keyword(s):  
Optimal Shape ◽  
3D Ct

Content-Based Medical Image Retrieval with Metric Learning via Rank Correlation

2010 ◽  
pp. 18-25 ◽  
Author(s):  
Wei Huang ◽  
Kap Luk Chan ◽  
Huiqi Li ◽  
Joo Hwee Lim ◽  
Jiang Liu ◽  
...  
Keyword(s):  
Image Retrieval ◽  
Medical Image ◽  
Metric Learning ◽  
Rank Correlation ◽  
Medical Image Retrieval

scholarly journals Appearance Normalization of Histology Slides

2010 ◽  
pp. 58-66 ◽  
Author(s):  
Marc Niethammer ◽  
David Borland ◽  
J. S. Marron ◽  
John Woosley ◽  
Nancy E. Thomas

Manifold Learning for Biomarker Discovery in MR Imaging

2010 ◽  
pp. 116-123 ◽  
Author(s):  
Robin Wolz ◽  
Paul Aljabar ◽  
Joseph V. Hajnal ◽  
Daniel Rueckert
Keyword(s):  
Mr Imaging ◽  
Manifold Learning ◽  
Biomarker Discovery

Automated Intervertebral Disc Detection from Low Resolution, Sparse MRI Images for the Planning of Scan Geometries

2010 ◽  
pp. 10-17 ◽  
Author(s):  
Xiao Dong ◽  
Huanxiang Lu ◽  
Yasuo Sakurai ◽  
Hitoshi Yamagata ◽  
Guoyan Zheng ◽  
...  
Keyword(s):  
Intervertebral Disc ◽  
Low Resolution

scholarly journals Multi-Class Sparse Bayesian Regression for Neuroimaging Data Analysis

2010 ◽  
pp. 50-57 ◽  
Author(s):  
Vincent Michel ◽  
Evelyn Eger ◽  
Christine Keribin ◽  
Bertrand Thirion
Keyword(s):  
Data Analysis ◽  
Bayesian Regression ◽  
Neuroimaging Data

scholarly journals Generalized Sparse Classifiers for Decoding Cognitive States in fMRI

2010 ◽  
pp. 108-115 ◽  
Author(s):  
Bernard Ng ◽  
Arash Vahdat ◽  
Ghassan Hamarneh ◽  
Rafeef Abugharbieh
Keyword(s):  
Cognitive States
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