Chris Hinrichs

Dissertation: Chris Hinrichs Multi-Modality Inference Methods for Neuroimaging with Applications to Alzheimer's Disease Research UW Madison Doctoral Dissertation Publications: Chris Hinrichs, Vikas Singh, Jiming Peng, Sterling C. Johnson Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging NIPS 2012 supplements code(preliminary release - to be included in the Shogun toolbox.) [poster (25%)] Chris Hinrichs, Moo K. Chung, Sterling C. Johnson, Vikas Singh SVM-based Markers Yield Outcome Measures for Neuroimaging Clinical Trials of Alzheimers Disease Human Brain Mapping 2012 (poster) [abstract only] Chris Hinrichs, N. Maritza Dowling, Sterling C. Johnson, Vikas Singh MKL-based sample enrichment and customized outcomes enable smaller AD clinical trials NIPS 2011 workshop on Machine Learning and Interpretation in NeuroImaging (MLINI) [selected for oral presentation (12.5%)] Deepti Pachauri, Chris Hinrichs, Moo K. Chung , Sterling C. Johnson, Vikas Singh, and the Alzheimer's Disease Neuroimaging Initiative Topology based Kernels with Application to Inference Problems in Alzheimer's disease IEEE Transactions on Medical Imaging Issue PP(99), 29 April 2011(click twice) (code) Chris Hinrichs, Vikas Singh, Guofan Xu, Sterling C. Johnson, and the Alzheimer's Disease Neuroimaging Initiative Predictive Markers for AD in a Multi-Modality Framework: An Analysis of MCI Progression in the ADNI Population NeuroImage Volume 55, Issue 2, 15 March 2011, Pages 574-589 (code) (supplements) Kamiya Motwani, Nagesh Adluru, Chris Hinrichs, Andrew L. Alexander, Vikas Singh Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures NIPS (2010) [selected for oral spotlight (5.9%)]. Lopamudra Mukherjee, Vikas Singh, Jiming Peng, Chris Hinrichs Learning Kernels for variants of Normalized Cuts: Convex Relaxations and Applications (CVPR 2010) (poster) (code) Chris Hinrichs, Vikas Singh, Guofan Xu, Sterling C. Johnson MKL for Robust Multi-modality AD Classification (MICCAI 2009) poster Nagesh Adluru, Chris Hinrichs, Moo Chung, Jee Eun Lee, Vikas Singh, Erin Bigler, Nicholas Lange, Janet Lainhart, Andrew L. Alexander Classification in DTI using Shapes of White Matter Tracts (EMBC 2009) poster Chris Hinrichs, Vikas Singh, Lopamudra Mukherjee, Guofan Xu, Moo K. Chung, Sterling C. Johnson, and the Alzheimer's Disease Neuroimaging Initiative Spatially augmented LP Boosting for AD classification with evaluations on the ADNI dataset NeuroImage Volume 48, Issue 1, 15 October 2009, Pages 138-149 (code)