Published in J Am Stat Assoc on January 01, 2013
DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages. Proc SIAM Int Conf Data Min (2015) 0.86
WAVELET-DOMAIN REGRESSION AND PREDICTIVE INFERENCE IN PSYCHIATRIC NEUROIMAGING. Ann Appl Stat (2015) 0.77
A review of heterogeneous data mining for brain disorder identification. Brain Inform (2015) 0.75
Spatially Weighted Principal Component Analysis for Imaging Classification. J Comput Graph Stat (2015) 0.75
Sparse Multi-Response Tensor Regression for Alzheimer's Disease Study With Multivariate Clinical Assessments. IEEE Trans Med Imaging (2016) 0.75
Methods for scalar-on-function regression. Int Stat Rev (2016) 0.75
Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy. Neuroimage (2001) 4.58
Unified univariate and multivariate random field theory. Neuroimage (2004) 3.59
Meta-analysis of structural imaging findings in attention-deficit/hyperactivity disorder. Biol Psychiatry (2006) 3.17
Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. Neuroimage (2008) 3.01
Modalities, modes, and models in functional neuroimaging. Science (2009) 2.82
Cortical abnormalities in children and adolescents with attention-deficit hyperactivity disorder. Lancet (2003) 2.71
Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset. Neuroimage (2009) 2.47
Multiscale Adaptive Regression Models for Neuroimaging Data. J R Stat Soc Series B Stat Methodol (2011) 2.04
Functional generalized linear models with images as predictors. Biometrics (2009) 1.64
Sparse logistic regression for whole-brain classification of fMRI data. Neuroimage (2010) 1.61
CSF biomarker and PIB-PET-derived beta-amyloid signature predicts metabolic, gray matter, and cognitive changes in nondemented subjects. Cereb Cortex (2011) 1.38
Structural adaptive segmentation for statistical parametric mapping. Neuroimage (2010) 0.97
Two-stage decompositions for the analysis of functional connectivity for fMRI with application to Alzheimer's disease risk. Neuroimage (2010) 0.96
Imaging genetics and development: challenges and promises. Hum Brain Mapp (2010) 0.92
Spatio-Spectral Mixed Effects Model for Functional Magnetic Resonance Imaging Data. J Am Stat Assoc (2012) 0.90
Individual Kernel Tensor-subspaces for robust face recognition: a computationally efficient tensor framework without requiring mode factorization. IEEE Trans Syst Man Cybern B Cybern (2007) 0.89