Author

Jouko Lampinen

Aalto University

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Neuroscience· 1

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Research Focus:benchmarking· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

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Athanasios GotsopoulosiD· 1 shared Enrico GlereaniD· 1 shared Heini SaarimäkiiD· 1 shared Iiro P. JääskeläineniD· 1 shared Lauri NummenmaaiD· 1 shared Mikko E. SamsiD· 1 shared

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Athanasios GotsopoulosORCID

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Recent·Most cited

NeuroscienceNeuroImagePeer-reviewedJun 30, 2018

Reproducibility of importance extraction methods in neural network based fMRI classification

Athanasios Gotsopoulos, Heini Saarimäki, Enrico Glerean…·Jouko Lampinen

The paper evaluates importance extraction methods in neural network-based fMRI classification, finding that importance maps outperform univariate approaches in detecting overlapping and weakly informative patterns.

17 citations

imagingmachine learning (classical)

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