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Neuroimaging Data Analysis with ML by Eugenio Fernández Sarasola is a document available to read on EtoBox.

This course analyzes two fMRI datasets, one from subjects watching natural videos and one from listening to stories, to examine brain responses using machine learning methods. Over the week, students will learn about assessing data quality, constructing simple categorical encoding models, using linear regression methods like ordinary least squares and regularization for more complex models, developing high-dimensional encoding models, and combining multiple feature spaces into single models.

Author

Eugenio Fernández Sarasola

Language

EN