Neuroimaging Statistical Methodologies

This area focuses on statistical methods applied to neuroimaging data to better analyze brain function and structure. It aims to improve the reliability and interpretation of complex neuroimaging results.

neuroimaging
statistics
data analysis
EEG
MEG

6,460 papers

Parent topic: Neuroscience and Neurological Disorders

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Papers Over Time

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Top Papers

Nonparametric Statistical Testing Of EEG- And MEG-data

2007 · 7,182 citations

The VideoToolbox Software For Visual Psychophysics: Transforming Numbers Into Movies.

1997 · 6,474 citations

Power Failure: Why Small Sample Size Undermines The Reliability Of Neuroscience

2013 · 5,616 citations

What We Can Do And What We Cannot Do With fMRI

2008 · 2,818 citations

Circular Analysis In Systems Neuroscience: The Dangers Of Double Dipping

2009 · 2,394 citations

Functional Connectome Fingerprinting: Identifying Individuals Using Patterns Of Brain Connectivity

2015 · 2,372 citations

Bayesian Analysis Of Neuroimaging Data In FSL

2009 · 2,199 citations

Reproducibility Of Quantitative Tractography Methods Applied To Cerebral White Matter

2007 · 1,503 citations

Dynamic Statistical Parametric Mapping

2000 · 1,461 citations

Optimal Experimental Design For Event-Related fMRI

1999 · 1,411 citations

Scalp Distributions Of Event-Related Potentials: An Ambiguity Associated With Analysis Of Variance Models.

1985 · 1,292 citations

Type I And Type II Error Concerns In fMRI Research: Re-Balancing The Scale

2009 · 1,207 citations

Bayesian Experimental Design: A Review

1995 · 1,195 citations

Scanning The Horizon: Towards Transparent And Reproducible Neuroimaging Research

2017 · 1,171 citations

Validating The Independent Components Of Neuroimaging Time Series Via Clustering And Visualization

2004 · 1,098 citations

Controlling The Familywise Error Rate In Functional Neuroimaging: A Comparative Review

2003 · 1,028 citations

Generating Stimuli For Neuroscience Using PsychoPy

2008 · 1,022 citations

The Continuing Problem Of False Positives In Repeated Measures ANOVA In Psychophysiology: A Multivariate Solution

1987 · 1,017 citations

Minimizing Within-Experiment And Within-Group Effects In Activation Likelihood Estimation Meta-Analyses

2011 · 973 citations

Spatial And Temporal Heterogeneity Of Mouse And Human Microglia At Single-Cell Resolution

2019 · 953 citations