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Medical Imaging

989 directly classified papers

Papers per year

Papers

A systematic approach to extracting semantic information from functional MRI data NIPS 2012
Structured Learning for Cell Tracking NIPS 2011
Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis NIPS 2011
Assisting Main Task Learning by Heterogeneous Auxiliary Tasks with Applications to Skin Cancer Screening AISTATS 2011
Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures NIPS 2010
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI NIPS 2010
Functional Geometry Alignment and Localization of Brain Areas NIPS 2010
Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations NIPS 2010
Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles NIPS 2010
Global seismic monitoring as probabilistic inference NIPS 2010
A Weighted Multi-Sequence Markov Model For Brain Lesion Segmentation AISTATS 2010
Brain covariance selection: better individual functional connectivity models using population prior NIPS 2010
Spatial and anatomical regularization of SVM for brain image analysis NIPS 2010
Estimating image bases for visual image reconstruction from human brain activity NIPS 2009
Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity NIPS 2009
fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity NIPS 2009
Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NIPS 2009
Boosting with Spatial Regularization NIPS 2009
Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing NIPS 2009
Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG NIPS 2008
Generative versus discriminative training of RBMs for classification of fMRI images NIPS 2008
Hierarchical Fisher Kernels for Longitudinal Data NIPS 2008
Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing NIPS 2008
Bayesian Experimental Design of Magnetic Resonance Imaging Sequences NIPS 2008
Estimating vector fields using sparse basis field expansions NIPS 2008