Learning to Decode Cognitive States from Brain Images.

Learning to Decode Cognitive States from Brain Images.

Over the past decade, functional Magnetic Resonance Imaging (fMRI) has emerged as a powerful new instrument to collect vast quantities of data about activity in the human brain. A typical fMRI experiment can produce a three-dimensional image related to the human subject's brain activity every h...

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Pubblicato in:Machine learning. 57, 1-2 (2004).
Autore principale: Mitchell, Tom M.
Natura: Articolo
Lingua:English
Soggetti:
Scientific data analysis.
Functional magnetic resonance imaging.
High dimensional data.
Feature selection.
Bayesian classifier.
Support vector machine.
Nearest neighbor.
Brain image analysis.