Identifying Informative Imaging Biomarkers via Tree Structured Sparse Learning for AD Diagnosis
出版年份 2013 全文链接
标题
Identifying Informative Imaging Biomarkers via Tree Structured Sparse Learning for AD Diagnosis
作者
关键词
Alzheimer’s disease diagnosis, Tree-structured sparse learning, Biomarker identification, Mild cognitive impairment, Group sparse learning
出版物
NEUROINFORMATICS
Volume 12, Issue 3, Pages 381-394
出版商
Springer Nature
发表日期
2013-12-14
DOI
10.1007/s12021-013-9218-x
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- DICCCOL: Dense Individualized and Common Connectivity-Based Cortical Landmarks
- (2012) Dajiang Zhu et al. CEREBRAL CORTEX
- Ensemble sparse classification of Alzheimer's disease
- (2012) Manhua Liu et al. NEUROIMAGE
- Predicting Future Clinical Changes of MCI Patients Using Longitudinal and Multimodal Biomarkers
- (2012) Daoqiang Zhang et al. PLoS One
- Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features
- (2011) Yang Li et al. NEUROBIOLOGY OF AGING
- Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI)
- (2011) Roman Filipovych et al. NEUROIMAGE
- Multimodal classification of Alzheimer's disease and mild cognitive impairment
- (2011) Daoqiang Zhang et al. NEUROIMAGE
- Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images
- (2011) Carlton Chu et al. NEUROIMAGE
- Identification of MCI individuals using structural and functional connectivity networks
- (2011) Chong-Yaw Wee et al. NEUROIMAGE
- Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease
- (2011) Daoqiang Zhang et al. NEUROIMAGE
- Hierarchical Anatomical Brain Networks for MCI Prediction: Revisiting Volumetric Measures
- (2011) Luping Zhou et al. PLoS One
- Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease
- (2011) Robin Wolz et al. PLoS One
- ABSORB: Atlas building by self-organized registration and bundling
- (2010) Hongjun Jia et al. NEUROIMAGE
- Predicting clinical scores from magnetic resonance scans in Alzheimer's disease
- (2010) Cynthia M. Stonnington et al. NEUROIMAGE
- Enriched white matter connectivity networks for accurate identification of MCI patients
- (2010) Chong-Yaw Wee et al. NEUROIMAGE
- Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database
- (2010) Rémi Cuingnet et al. NEUROIMAGE
- The composite absolute penalties family for grouped and hierarchical variable selection
- (2009) Peng Zhao et al. ANNALS OF STATISTICS
- Automated MRI measures identify individuals with mild cognitive impairment and Alzheimer's disease
- (2009) R. S. Desikan et al. BRAIN
- Early diagnosis of Alzheimer's disease using cortical thickness: impact of cognitive reserve
- (2009) Olivier Querbes, Florent Aubry, Jérémie Pariente, Jean-Albert Lotterie, Jean-François Démonet, Véronique Duret, Michèle Puel, Isabelle Berry, Jean-Claude Fort et al. BRAIN
- RABBIT: Rapid alignment of brains by building intermediate templates
- (2009) Songyuan Tang et al. NEUROIMAGE
- Relating one-year cognitive change in mild cognitive impairment to baseline MRI features
- (2009) Simon Duchesne et al. NEUROIMAGE
- White matter abnormalities revealed by diffusion tensor imaging in non-demented and demented HIV+ patients
- (2009) Yasheng Chen et al. NEUROIMAGE
- Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset
- (2009) Chris Hinrichs et al. NEUROIMAGE
- Automatic classification of MR scans in Alzheimer's disease
- (2008) S. Kloppel et al. BRAIN
- Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI
- (2008) C. Davatzikos et al. NEUROIMAGE
- Support vector machine-based classification of Alzheimer’s disease from whole-brain anatomical MRI
- (2008) Benoît Magnin et al. NEURORADIOLOGY
- Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging
- (2006) Christos Davatzikos et al. NEUROBIOLOGY OF AGING
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