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Review of Sparse Representation-Based Classification Methods on EEG Signal Processing for Epilepsy Detection, Brain-Computer Interface and Cognitive ImpairmentTowards the identification of imaging biomarkers in schizophrenia, using multivariate pattern classification at a single-subject levelAn evaluation of volume-based morphometry for prediction of mild cognitive impairment and Alzheimer's diseaseA review of feature reduction techniques in neuroimagingPenalized likelihood phenotyping: unifying voxelwise analyses and multi-voxel pattern analyses in neuroimaging: penalized likelihood phenotypingHierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis.Integrative analysis of multi-dimensional imaging genomics data for Alzheimer's disease prediction.Temporally Constrained Group Sparse Learning for Longitudinal Data Analysis in Alzheimer's Disease.Multi-task linear programming discriminant analysis for the identification of progressive MCI individuals.Identifying informative imaging biomarkers via tree structured sparse learning for AD diagnosisLatent feature representation with stacked auto-encoder for AD/MCI diagnosisSparse multivariate autoregressive modeling for mild cognitive impairment classificationAbnormal changes of multidimensional surface features using multivariate pattern classification in amnestic mild cognitive impairment patientsSubclass-based multi-task learning for Alzheimer's disease diagnosisA novel matrix-similarity based loss function for joint regression and classification in AD diagnosisMulti-atlas based representations for Alzheimer's disease diagnosis.Random Forest ensembles for detection and prediction of Alzheimer's disease with a good between-cohort robustness.Deep sparse multi-task learning for feature selection in Alzheimer's disease diagnosis.Inherent Structure-Based Multiview Learning With Multitemplate Feature Representation for Alzheimer's Disease Diagnosis.Framingham Coronary Heart Disease Risk Score Can be Predicted from Structural Brain Images in Elderly Subjects.Automatic ROI selection in structural brain MRI using SOM 3D projection.Predictive Models Based on Support Vector Machines: Whole-Brain versus Regional Analysis of Structural MRI in the Alzheimer's DiseaseGaussian Mixture Models and Model Selection for [18F] Fluorodeoxyglucose Positron Emission Tomography Classification in Alzheimer's Disease.Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis.Manifold regularized multitask feature learning for multimodality disease classificationPrognostic classification of mild cognitive impairment and Alzheimer's disease: MRI independent component analysisDirect estimation of patient attributes from anatomical MRI based on multi-atlas votingExploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis.The future of medical diagnostics: large digitized databases.Regional magnetic resonance imaging measures for multivariate analysis in Alzheimer's disease and mild cognitive impairment.Canonical feature selection for joint regression and multi-class identification in Alzheimer's disease diagnosisDiscriminative Learning for Alzheimer's Disease Diagnosis via Canonical Correlation Analysis and Multimodal Fusion.Scoring by nonlocal image patch estimator for early detection of Alzheimer's diseaseSparse Multi-Response Tensor Regression for Alzheimer's Disease Study With Multivariate Clinical Assessments.Longitudinal measurement and hierarchical classification framework for the prediction of Alzheimer's disease.Longitudinal Analysis for Disease Progression via Simultaneous Multi-Relational Temporal-Fused Learning.Construction and Analysis of Weighted Brain Networks from SICE for the Study of Alzheimer's Disease.High-throughput neuroimaging-genetics computational infrastructure.Predicting protein function and other biomedical characteristics with heterogeneous ensemblesDeep ensemble learning of sparse regression models for brain disease diagnosis.
P2860
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P2860
description
2012 nî lūn-bûn
@nan
2012年の論文
@ja
2012年学术文章
@wuu
2012年学术文章
@zh
2012年学术文章
@zh-cn
2012年学术文章
@zh-hans
2012年学术文章
@zh-my
2012年学术文章
@zh-sg
2012年學術文章
@yue
2012年學術文章
@zh-hant
name
Ensemble sparse classification of Alzheimer's disease
@ast
Ensemble sparse classification of Alzheimer's disease
@en
type
label
Ensemble sparse classification of Alzheimer's disease
@ast
Ensemble sparse classification of Alzheimer's disease
@en
prefLabel
Ensemble sparse classification of Alzheimer's disease
@ast
Ensemble sparse classification of Alzheimer's disease
@en
P2860
P1433
P1476
Ensemble sparse classification of Alzheimer's disease
@en
P2093
Daoqiang Zhang
Manhua Liu
P2860
P304
P356
10.1016/J.NEUROIMAGE.2012.01.055
P407
P577
2012-01-14T00:00:00Z