Cross-validation and permutations in MVPA: validity of permutation strategies and power of cross-validation schemes.

Multimodal surface matching with higher-order smoothness constraints

(2018) Emma C. Robinson et al.   NEUROIMAGE

Optimizing fMRI experimental design for MVPA-based BCI control: Combining the strengths of block and event-related designs

(2018) Giancarlo Valente et al.   NEUROIMAGE

Fast Gaussian Naïve Bayes for searchlight classification analysis

(2017) Marlis Ontivero-Ortega et al.   NEUROIMAGE

Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines

(2017) Gaël Varoquaux et al.   NEUROIMAGE

Classification based hypothesis testing in neuroscience: Below-chance level classification rates and overlooked statistical properties of linear parametric classifiers

(2016) Hamidreza Jamalabadi et al.   HUMAN BRAIN MAPPING

Valid population inference for information-based imaging: From the second-level t -test to prevalence inference

(2016) Carsten Allefeld et al.   NEUROIMAGE

A Primer on Pattern-Based Approaches to fMRI: Principles, Pitfalls, and Perspectives

(2015) John-Dylan Haynes   NEURON

MSM: A new flexible framework for Multimodal Surface Matching

(2014) Emma C. Robinson et al.   NEUROIMAGE

Permutation inference for the general linear model

(2014) Anderson M. Winkler et al.   NEUROIMAGE

The impact of study design on pattern estimation for single-trial multivariate pattern analysis

(2014) Jeanette A. Mumford et al.   NEUROIMAGE

Biased binomial assessment of cross-validated estimation of classification accuracies illustrated in diagnosis predictions

(2014) Quentin Noirhomme et al.   NeuroImage-Clinical

The WU-Minn Human Connectome Project: An overview

(2013) David C. Van Essen et al.   NEUROIMAGE

Function in the human connectome: Task-fMRI and individual differences in behavior

(2013) Deanna M. Barch et al.   NEUROIMAGE

The advantage of brief fMRI acquisition runs for multi-voxel pattern detection across runs

(2012) Marc N. Coutanche et al.   NEUROIMAGE

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

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

(2011) Jeanette A. Mumford et al.   NEUROIMAGE

Introduction to machine learning for brain imaging

(2010) Steven Lemm et al.   NEUROIMAGE

The Intra-Cluster Correlation Coefficient in Cluster Randomized Trials: A Review of Definitions

(2009) Sandra M. Eldridge et al.   INTERNATIONAL STATISTICAL REVIEW

Multivariate analysis of fMRI time series: classification and regression of brain responses using machine learning

(2008) Elia Formisano et al.   MAGNETIC RESONANCE IMAGING

Machine learning classifiers and fMRI: A tutorial overview

(2008) Francisco Pereira et al.   NEUROIMAGE