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

9783319471563, 9783319471570

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

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_34 ◽

2016 ◽

pp. 279-286 ◽

Cited By ~ 1

Author(s):

Zobair Arya ◽

Ludovica Griffanti ◽

Clare E. Mackay ◽

Mark Jenkinson

Keyword(s):

Resting State ◽

Resting State Fmri ◽

Classification Algorithm

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Deep Ensemble Sparse Regression Network for Alzheimer’s Disease Diagnosis

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_14 ◽

2016 ◽

pp. 113-121 ◽

Cited By ~ 8

Author(s):

Heung-Il Suk ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

Sparse Regression ◽

Alzheimer’S Disease Diagnosis

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

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_19 ◽

2016 ◽

pp. 156-163 ◽

Cited By ~ 2

Author(s):

Mohammad Arafat Hussain ◽

Ghassan Hamarneh ◽

Timothy W. O’Connell ◽

Mohammed F. Mohammed ◽

Rafeef Abugharbieh

Keyword(s):

Dual Regression

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

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_13 ◽

2016 ◽

pp. 104-112 ◽

Cited By ~ 1

Author(s):

Chen Qin ◽

Ricardo Guerrero Moreno ◽

Christopher Bowles ◽

Christian Ledig ◽

Philip Scheltens ◽

...

Keyword(s):

White Matter ◽

White Matter Hyperintensity ◽

Large Margin

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Improving Single-Modal Neuroimaging Based Diagnosis of Brain Disorders via Boosted Privileged Information Learning Framework

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_12 ◽

2016 ◽

pp. 95-103 ◽

Cited By ~ 5

Author(s):

Xiao Zheng ◽

Jun Shi ◽

Shihui Ying ◽

Qi Zhang ◽

Yan Li

Keyword(s):

Brain Disorders ◽

Privileged Information ◽

Learning Framework

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Patch-Based Hippocampus Segmentation Using a Local Subspace Learning Method

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_11 ◽

2016 ◽

pp. 86-94

Author(s):

Yan Wang ◽

Xi Wu ◽

Guangkai Ma ◽

Zongqing Ma ◽

Ying Fu ◽

...

Keyword(s):

Subspace Learning ◽

Learning Method ◽

Hippocampus Segmentation

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Automated 3D Ultrasound Biometry Planes Extraction for First Trimester Fetal Assessment

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_24 ◽

2016 ◽

pp. 196-204 ◽

Cited By ~ 7

Author(s):

Hosuk Ryou ◽

Mohammad Yaqub ◽

Angelo Cavallaro ◽

Fenella Roseman ◽

Aris Papageorghiou ◽

...

Keyword(s):

First Trimester ◽

3D Ultrasound

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Learning-Based 3T Brain MRI Segmentation with Guidance from 7T MRI Labeling

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_26 ◽

2016 ◽

pp. 213-220

Author(s):

Renping Yu ◽

Minghui Deng ◽

Pew-Thian Yap ◽

Zhihui Wei ◽

Li Wang ◽

...

Keyword(s):

Brain Mri ◽

Mri Segmentation

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Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_30 ◽

2016 ◽

pp. 246-253 ◽

Cited By ~ 5

Author(s):

Xi Yang ◽

Yan Jin ◽

Xiaobo Chen ◽

Han Zhang ◽

Gang Li ◽

...

Keyword(s):

Functional Connectivity

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Direct Estimation of Fiber Orientations Using Deep Learning in Diffusion Imaging

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_7 ◽

2016 ◽

pp. 53-60 ◽

Cited By ~ 10

Author(s):

Simon Koppers ◽

Dorit Merhof

Keyword(s):

Deep Learning ◽

Diffusion Imaging ◽

Direct Estimation

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Machine Learning in Medical Imaging - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

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

Deep Ensemble Sparse Regression Network for Alzheimer’s Disease Diagnosis

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

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

Improving Single-Modal Neuroimaging Based Diagnosis of Brain Disorders via Boosted Privileged Information Learning Framework

Patch-Based Hippocampus Segmentation Using a Local Subspace Learning Method

Automated 3D Ultrasound Biometry Planes Extraction for First Trimester Fetal Assessment

Learning-Based 3T Brain MRI Segmentation with Guidance from 7T MRI Labeling

Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis

Direct Estimation of Fiber Orientations Using Deep Learning in Diffusion Imaging

Machine Learning in Medical Imaging - Lecture Notes in Computer Science
Latest Publications