Examples

Working with datasets

Using Neurovault Statistical Maps in NiMARE

Load and work with a Dataset

Download the Neurosynth or NeuroQuery databases

Transform images into coordinates

Performing meta-analyses

Generate modeled activation maps with peaks2maps

Compare image and coordinate based meta-analyses on 21 pain studies

Run a meta-analytic coactivation modeling analysis

Generate modeled activation maps

Run coordinate-based subtraction and conjunction analyses

Run image-based meta-analyses on 21 pain studies

Run coordinate-based meta-analyses on 21 pain studies

Simulate data for coordinate based meta-analysis (CBMA)

Test combinations of kernels and estimators for coordinate-based meta-analyses.

Automated annotation

Train an LDA model and use it

Train a GCLDA model and use it

Work with the Cognitive Atlas

Functional characterization analysis

Decode regions of interest and subsets of Datasets