|Predictive markers for AD in a multi-modality framework: an analysis of MCI progression in the ADNI population|
C Hinrichs, V Singh, G Xu, SC Johnson, ...
Neuroimage 55 (2), 574-589, 2011
|Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset|
C Hinrichs, V Singh, L Mukherjee, G Xu, MK Chung, SC Johnson, ...
Neuroimage 48 (1), 138-149, 2009
|Topology-based kernels with application to inference problems in Alzheimer's disease|
D Pachauri, C Hinrichs, MK Chung, SC Johnson, V Singh
IEEE transactions on medical imaging 30 (10), 1760-1770, 2011
|MKL for robust multi-modality AD classification|
C Hinrichs, V Singh, G Xu, S Johnson
International Conference on Medical Image Computing and Computer-Assisted …, 2009
|Extracting and summarizing white matter hyperintensities using supervised segmentation methods in Alzheimer's disease risk and aging studies|
V Ithapu, V Singh, C Lindner, BP Austin, C Hinrichs, CM Carlsson, ...
Human brain mapping 35 (8), 4219-4235, 2014
|Multi-resolutional shape features via non-Euclidean wavelets: Applications to statistical analysis of cortical thickness|
WH Kim, V Singh, MK Chung, C Hinrichs, D Pachauri, OC Okonkwo, ...
NeuroImage 93, 107-123, 2014
|Classification in DTI using shapes of white matter tracts|
N Adluru, C Hinrichs, MK Chung, JE Lee, V Singh, ED Bigler, N Lange, ...
2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009
|Q-mkl: Matrix-induced regularization in multi-kernel learning with applications to neuroimaging|
C Hinrichs, V Singh, J Peng, SC Johnson
Advances in neural information processing systems 2012, 1430, 2012
|MKL-based sample enrichment and customized outcomes enable smaller AD clinical trials|
C Hinrichs, NM Dowling, SC Johnson, V Singh
Machine Learning and Interpretation in Neuroimaging, 124-131, 2012
|Learning kernels for variants of normalized cuts: Convex relaxations and applications|
L Mukherjee, V Singh, J Peng, C Hinrichs
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
|Speeding up permutation testing in neuroimaging|
C Hinrichs, VK Ithapu, Q Sun, SC Johnson, V Singh
Advances in neural information processing systems 2013, 890, 2013
|Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures|
K Motwani, N Adluru, C Hinrichsts, A Alexander, V Singh
Advances in neural information processing systems 23, 1696, 2010
|Accelerating permutation testing in voxel-wise analysis through subspace tracking: A new plugin for SnPM|
F Gutierrez-Barragan, VK Ithapu, C Hinrichs, C Maumet, SC Johnson, ...
Neuroimage 159, 79-98, 2017
|Alzheimers Disease Neuroimaging I|
C Hinrichs, V Singh, G Xu, SC Johnson
Predictive markers for AD in a multi-modality framework: an analysis of MCI …, 2011
|IC‐P‐172: Extracting white matter hyperintensities in Alzheimer's disease risk and aging studies using supervised segmentation methods|
V Ithapu, V Singh, B Austin, C Hinrichs, C Carlsson, B Bendlin, S Johnson
Alzheimer's & Dementia 9, P99-P100, 2013
|Design Challenge: Approaches to Visualizing Epistemic Frameworks|
C Hinrichs, N Vack, D Albers
|SVM-based Markers Yield Outcome Measures for Neuroimaging Clinical Trials of Alzheimer’s Disease|
C Hinrichs, M Chung, S Johnson, V Singh