BACKGROUND READING

Reviews & tutorials

Five perspectives on predictive brain models: their interpretation, validation, applications, and methods. Select a paper to open its publisher’s page.

Woo et al. · 2017Building better biomarkers: brain models in translational neuroimagingNature Neuroscience ↗Kragel et al. · 2018Representation, Pattern Information, and Brain Signatures: From Neurons to NeuroimagingNeuron ↗Arbabshirani, Plis, Sui & Calhoun · 2017Single subject prediction of brain disorders in neuroimaging: Promises and pitfallsNeuroImage ↗Gabrieli et al. · 2015Prediction as a Humanitarian and Pragmatic Contribution from Human Cognitive NeuroscienceNeuron ↗Pereira et al. · 2009Machine learning classifiers and fMRI: A tutorial overviewNeuroImage ↗