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

9783319105802, 9783319105819

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer

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

10.1007/978-3-319-10581-9_16 ◽

2014 ◽

pp. 125-132 ◽

Cited By ~ 3

Author(s):

Hao Chen ◽

Dong Ni ◽

Xin Yang ◽

Shengli Li ◽

Pheng Ann Heng

Keyword(s):

Knowledge Transfer ◽

Representation Learning

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Sparse Discriminative Feature Selection for Multi-class Alzheimer’s Disease Classification

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

10.1007/978-3-319-10581-9_20 ◽

2014 ◽

pp. 157-164 ◽

Cited By ~ 10

Author(s):

Xiaofeng Zhu ◽

Heung-Il Suk ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Classification ◽

Discriminative Feature ◽

Selection For

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Deep Learning Based Automatic Immune Cell Detection for Immunohistochemistry Images

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

10.1007/978-3-319-10581-9_3 ◽

2014 ◽

pp. 17-24 ◽

Cited By ~ 43

Author(s):

Ting Chen ◽

Christophe Chefd’hotel

Keyword(s):

Deep Learning ◽

Immune Cell ◽

Cell Detection

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Robust Deep Learning for Improved Classification of AD/MCI Patients

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

10.1007/978-3-319-10581-9_30 ◽

2014 ◽

pp. 240-247 ◽

Cited By ~ 15

Author(s):

Feng Li ◽

Loc Tran ◽

Kim-Han Thung ◽

Shuiwang Ji ◽

Dinggang Shen ◽

...

Keyword(s):

Deep Learning

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Colon Biopsy Classification Using Crypt Architecture

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

10.1007/978-3-319-10581-9_23 ◽

2014 ◽

pp. 182-189 ◽

Cited By ~ 1

Author(s):

Assaf Cohen ◽

Ehud Rivlin ◽

Ilan Shimshoni ◽

Edmond Sabo

Keyword(s):

Colon Biopsy

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Geodesic Geometric Mean of Regional Covariance Descriptors as an Image-Level Descriptor for Nuclear Atypia Grading in Breast Histology Images

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

10.1007/978-3-319-10581-9_13 ◽

2014 ◽

pp. 101-108 ◽

Cited By ~ 5

Author(s):

Adnan Mujahid Khan ◽

Korsuk Sirinukunwattana ◽

Nasir Rajpoot

Keyword(s):

Geometric Mean ◽

Nuclear Atypia

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3D Intervertebral Disc Localization and Segmentation from MR Images by Data-Driven Regression and Classification

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

10.1007/978-3-319-10581-9_7 ◽

2014 ◽

pp. 50-58 ◽

Cited By ~ 7

Author(s):

Cheng Chen ◽

D. Belavy ◽

Guoyan Zheng

Keyword(s):

Intervertebral Disc ◽

Data Driven ◽

Mr Images

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Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer’s Disease

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

10.1007/978-3-319-10581-9_18 ◽

2014 ◽

pp. 141-148 ◽

Cited By ~ 5

Author(s):

Mawulawoé Komlagan ◽

◽

Vinh-Thong Ta ◽

Xingyu Pan ◽

Jean-Philippe Domenger ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Early Detection ◽

Classifier Fusion ◽

Weak Classifier

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Solutions for Missing Parameters in Computer-Aided Diagnosis with Multiparametric Imaging Data

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

10.1007/978-3-319-10581-9_36 ◽

2014 ◽

pp. 289-296

Author(s):

Hussam Al-Deen Ashab ◽

Piotr Kozlowski ◽

S. Larry Goldenberg ◽

Mehdi Moradi

Keyword(s):

Computer Aided Diagnosis ◽

Imaging Data ◽

Multiparametric Imaging ◽

Computer Aided ◽

Aided Diagnosis

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Context-Aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT Images

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

10.1007/978-3-319-10581-9_21 ◽

2014 ◽

pp. 165-173 ◽

Cited By ~ 12

Author(s):

Yaozong Gao ◽

Dinggang Shen

Keyword(s):

Ct Images ◽

Anatomical Landmark ◽

Deformable Model ◽

Context Aware ◽

Landmark Detection ◽

Model Initialization

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

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer

Sparse Discriminative Feature Selection for Multi-class Alzheimer’s Disease Classification

Deep Learning Based Automatic Immune Cell Detection for Immunohistochemistry Images

Robust Deep Learning for Improved Classification of AD/MCI Patients

Colon Biopsy Classification Using Crypt Architecture

Geodesic Geometric Mean of Regional Covariance Descriptors as an Image-Level Descriptor for Nuclear Atypia Grading in Breast Histology Images

3D Intervertebral Disc Localization and Segmentation from MR Images by Data-Driven Regression and Classification

Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer’s Disease

Solutions for Missing Parameters in Computer-Aided Diagnosis with Multiparametric Imaging Data

Context-Aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT Images

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