Fast Bootstrapping and Permutation Testing for Assessing Reproducibility and Interpretability of Multivariate fMRI Decoding Models

Inter-subject alignment of human cortical anatomy using functional connectivity

(2013) Bryan R. Conroy et al.   NEUROIMAGE

Multivariate pattern analysis of fMRI: The early beginnings

(2012) James V. Haxby   NEUROIMAGE

Deconvolving BOLD activation in event-related designs for multivoxel pattern classification analyses

(2011) Jeanette A. Mumford et al.   NEUROIMAGE

A Common, High-Dimensional Model of the Representational Space in Human Ventral Temporal Cortex

(2011) James V. Haxby et al.   NEURON

Model sparsity and brain pattern interpretation of classification models in neuroimaging

(2011) Peter M. Rasmussen et al.   PATTERN RECOGNITION

Sparse logistic regression for whole-brain classification of fMRI data

(2010) Srikanth Ryali et al.   NEUROIMAGE

An introduction to anatomical ROI-based fMRI classification analysis

(2009) Joset A. Etzel et al.   BRAIN RESEARCH

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns

(2008) Federico De Martino et al.   NEUROIMAGE

Prediction and interpretation of distributed neural activity with sparse models

(2008) M CARROLL et al.   NEUROIMAGE

Machine learning classifiers and fMRI: A tutorial overview

(2008) Francisco Pereira et al.   NEUROIMAGE