Machine Learning in Medical Imaging - Lecture Notes in Computer Science
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Published By Springer International Publishing

9783319471563, 9783319471570
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Iterative Dual LDA: A Novel Classification Algorithm for Resting State fMRI

2016 ◽  
pp. 279-286 ◽  
Author(s):  
Zobair Arya ◽  
Ludovica Griffanti ◽  
Clare E. Mackay ◽  
Mark Jenkinson
Keyword(s):  
Resting State ◽  
Resting State Fmri ◽  
Classification Algorithm

scholarly journals Automatic Hippocampal Subfield Segmentation from 3T Multi-modality Images

2016 ◽  
pp. 229-236
Author(s):  
Zhengwang Wu ◽  
Yaozong Gao ◽  
Feng Shi ◽  
Valerie Jewells ◽  
Dinggang Shen

Segmentation-Free Estimation of Kidney Volumes in CT with Dual Regression Forests

2016 ◽  
pp. 156-163 ◽  
Author(s):  
Mohammad Arafat Hussain ◽  
Ghassan Hamarneh ◽  
Timothy W. O’Connell ◽  
Mohammed F. Mohammed ◽  
Rafeef Abugharbieh
Keyword(s):  
Dual Regression

A Semi-supervised Large Margin Algorithm for White Matter Hyperintensity Segmentation

2016 ◽  
pp. 104-112 ◽  
Author(s):  
Chen Qin ◽  
Ricardo Guerrero Moreno ◽  
Christopher Bowles ◽  
Christian Ledig ◽  
Philip Scheltens ◽  
...  
Keyword(s):  
White Matter ◽  
White Matter Hyperintensity ◽  
Large Margin

Patch-Based Hippocampus Segmentation Using a Local Subspace Learning Method

2016 ◽  
pp. 86-94
Author(s):  
Yan Wang ◽  
Xi Wu ◽  
Guangkai Ma ◽  
Zongqing Ma ◽  
Ying Fu ◽  
...  
Keyword(s):  
Subspace Learning ◽  
Learning Method ◽  
Hippocampus Segmentation

scholarly journals Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort

2016 ◽  
pp. 180-187 ◽  
Author(s):  
Polina Binder ◽  
Nematollah K. Batmanghelich ◽  
Raul San Jose Estepar ◽  
Polina Golland
Keyword(s):  
Clinical Cohort
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