Exploring Compact Representation of SICE Matrices for Functional Brain Network Classification (English)
- New search for: Zhang, J.
- New search for: Zhou, L.
- New search for: Wang, L.
- New search for: Li, W.
- New search for: Zhang, J.
- New search for: Zhou, L.
- New search for: Wang, L.
- New search for: Li, W.
- New search for: Wu, Guorong
- New search for: Zhang, Daoqiang
- New search for: Zhou, Luping
In:
Machine learning and medical imaging; held in conjunction with MICCAI 2014
8679
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59-67
;
2014
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ISBN:
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ISSN:
- Conference paper / Print
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Title:Exploring Compact Representation of SICE Matrices for Functional Brain Network Classification
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Contributors:Zhang, J. ( author ) / Zhou, L. ( author ) / Wang, L. ( author ) / Li, W. ( author ) / Wu, Guorong / Zhang, Daoqiang / Zhou, Luping
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Conference:International workshop; 5th, Machine learning and medical imaging; held in conjunction with MICCAI 2014 ; 2014 ; Boston, MA
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Published in:LECTURE NOTES IN COMPUTER SCIENCE , 8679 ; 59-67
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Publisher:
- New search for: Springer
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Place of publication:Cham
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Publication date:2014-01-01
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Size:9 pages
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Remarks:Includes bibliographical references and index
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ISBN:
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ISSN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
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Keywords:
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Source:
© Metadata Copyright the British Library Board and other contributors. All rights reserved.
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Sparsity-Learning-Based Longitudinal MR Image Registration for Early Brain DevelopmentWang, Q. / Wu, G. / Wang, L. / Shi, P. / Lin, W. / Shen, D. et al. | 2014
- 9
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Graph-Based Label Propagation in Fetal Brain MR ImagesKoch, L.M. / Wright, R. / Vatansever, D. / Kyriakopoulou, V. / Malamateniou, C. / Patkee, P.A. / Rutherford, M. / Hajnal, J.V. / Aljabar, P. / Rueckert, D. et al. | 2014
- 17
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Deep Learning Based Automatic Immune Cell Detection for Immunohistochemistry ImagesChen, T. / Chefd hotel, C. et al. | 2014
- 25
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Stacked Multiscale Feature Learning for Domain Independent Medical Image SegmentationKiros, R. / Popuri, K. / Cobzas, D. / Jagersand, M. et al. | 2014
- 33
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Detection of Mammographic Masses by Content-Based Image RetrievalJiang, M. / Zhang, S. / Metaxas, D.N. et al. | 2014
- 42
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Inferring Sources of Dementia Progression with Network Diffusion ModelHu, C. / Hua, X. / Thompson, P.M. / El Fakhri, G. / Li, Q. et al. | 2014
- 50
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3D Intervertebral Disc Localization and Segmentation from MR Images by Data-Driven Regression and ClassificationChen, C. / Belavy, D. / Zheng, G. et al. | 2014
- 59
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Exploring Compact Representation of SICE Matrices for Functional Brain Network ClassificationZhang, J. / Zhou, L. / Wang, L. / Li, W. et al. | 2014
- 68
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Deep Learning for Cerebellar Ataxia Classification and Functional Score RegressionYang, Z. / Zhong, S. / Carass, A. / Ying, S.H. / Prince, J.L. et al. | 2014
- 77
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Manifold Alignment and Transfer Learning for Classification of Alzheimer's DiseaseGuerrero, R. / Ledig, C. / Rueckert, D. et al. | 2014
- 85
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Gleason Grading of Prostate Tumours with Max-Margin Conditional Random FieldsJacobs, J.G. / Panagiotaki, E. / Alexander, D.C. et al. | 2014
- 93
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Learning Distance Transform for Boundary Detection and Deformable Segmentation in CT Prostate ImagesGao, Y. / Wang, L. / Shao, Y. / Shen, D. et al. | 2014
- 101
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Geodesic Geometric Mean of Regional Covariance Descriptors as an Image-Level Descriptor for Nuclear Atypia Grading in Breast Histology ImagesKhan, A.M. / Sirinukunwattana, K. / Rajpoot, N. et al. | 2014
- 109
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A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and MaturationYaqub, M. / Kopuri, A. / Rueda, S. / Sullivan, P.B. / McCormick, K. / Noble, J.A. et al. | 2014
- 117
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Deep Learning of Image Features from Unlabeled Data for Multiple Sclerosis Lesion SegmentationYoo, Y. / Brosch, T. / Traboulsee, A. / Li, D.K.B. / Tam, R. et al. | 2014
- 125
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Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge TransferChen, H. / Ni, D. / Yang, X. / Li, S. / Heng, P.A. et al. | 2014
- 133
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Searching for Structures of Interest in an Ultrasound Video SequenceMaraci, M.A. / Napolitano, R. / Papageorghiou, A. / Noble, J.A. et al. | 2014
- 141
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Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer's DiseaseKomlagan, M. / Ta, V.-T. / Pan, X. / Domenger, J.-P. / Collins, D.L. / Coupe, P. et al. | 2014
- 149
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Automatic Bone and Marrow Extraction from Dual Energy CT through SVM Margin-Based Multi-Material Decomposition Model SelectionVeeraraghavan, H. / Fehr, D. / Schmidtlein, R. / Hwang, S. / Deasy, J.O. et al. | 2014
- 157
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Sparse Discriminative Feature Selection for Multi-class Alzheimer's Disease ClassificationZhu, X. / Suk, H.-I. / Shen, D. et al. | 2014
- 165
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Context-Aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT ImagesGao, Y. / Shen, D. et al. | 2014
- 174
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Optimal MAP Parameters Estimation in STAPLE - Learning from Performance Parameters versus Image Similarity InformationGorthi, S. / Akhondi-Asl, A. / Thiran, J.-P. / Warfield, S.K. et al. | 2014
- 182
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Colon Biopsy Classification Using Crypt ArchitectureCohen, A. / Rivlin, E. / Shimshoni, I. / Sabo, E. et al. | 2014
- 190
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Network-Guided Group Feature Selection for Classification of Autism Spectrum DisorderCheplygina, V. / Tax, D.M.J. / Loog, M. / Feragen, A. et al. | 2014
- 198
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Deformation Field Correction for Spatial Normalization of PET Images Using a Population-Derived Partial Least Squares ModelBilgel, M. / Carass, A. / Resnick, S.M. / Wong, D.F. / Prince, J.L. et al. | 2014
- 207
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Novel Multi-Atlas Segmentation by Matrix CompletionSanroma, G. / Wu, G. / Thung, K. / Guo, Y. / Shen, D. et al. | 2014
- 215
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Structured Random Forests for Myocardium Delineation in 3D EchocardiographyDomingos, J.S. / Stebbing, R.V. / Leeson, P. / Noble, J.A. et al. | 2014
- 223
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Improved Reproducibility of Neuroanatomical Definitions through Diffeomorphometry and Complexity ReductionTward, D. / Jovicich, J. / Soricelli, A. / Frisoni, G. / Trouve, A. / Younes, L. / Miller, M. et al. | 2014
- 231
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Topological Descriptors of Histology ImagesSingh, N. / Couture, H.D. / Marron, J.S. / Perou, C. / Niethammer, M. et al. | 2014
- 240
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Robust Deep Learning for Improved Classification of AD/MCI PatientsLi, F. / Tran, L. / Thung, K.-H. / Ji, S. / Shen, D. / Li, J. et al. | 2014
- 248
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Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI SegmentationRoy, S. / Carass, A. / Prince, J.L. / Pham, D.L. et al. | 2014
- 254
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Interactive Prostate Segmentation Based on Adaptive Feature Selection and Manifold RegularizationPark, S.H. / Gao, Y. / Shi, Y. / Shen, D. et al. | 2014
- 256
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Multi-atlas Segmentation with Learning-Based Label FusionWang, H. / Cao, Y. / Syeda-Mahmood, T. et al. | 2014
- 272
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Feature Selection Based on SVM Significance Maps for Classification of DementiaBron, E. / Smits, M. / van Swieten, J. / Niessen, W. / Klein, S. et al. | 2014
- 280
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Prediction of Standard-Dose PET Image by Low-Dose PET and MRI ImagesKang, J. / Gao, Y. / Wu, Y. / Ma, G. / Shi, F. / Lin, W. / Shen, D. et al. | 2014
- 289
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Solutions for Missing Parameters in Computer-Aided Diagnosis with Multiparametric Imaging DataAshab, H.A.-D. / Kozlowski, P. / Goldenberg, S.L. / Moradi, M. et al. | 2014
- 297
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Online Discriminative Multi-atlas Learning for Isointense Infant Brain SegmentationWang, X. / Wang, L. / Suk, H.-I. / Shen, D. et al. | 2014
- 306
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Persistent Reeb Graph Matching for Fast Brain SearchShi, Y. / Li, J. / Toga, A.W. et al. | 2014
- 314
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In Vivo MRI Based Prostate Cancer Identification with Random Forests and Auto-context ModelQian, C. / Wang, L. / Yousuf, A. / Oto, A. / Shen, D. et al. | 2014
- 323
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Learning of Atlas Forest Hierarchy for Automatic Labeling of MR Brain ImagesZhang, L. / Wang, Q. / Gao, Y. / Wu, G. / Shen, D. et al. | 2014