A non-parametric statistical inference framework for Deep Learning in current neuroimaging

Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain

N. Tzourio-Mazoyer, Brigitte Landeau, Dimitri Papathanassiou et al. · NeuroImage · 2002 · 16.8K citations · Full text

Medicine, Anatomy, Neuroscience +15

Statistical parametric maps in functional imaging: A general linear approach

Karl Friston, Andrew P. Holmes, Keith J. Worsley et al. · Human Brain Mapping · 1994 · 9.8K citations

Medicine, Biostatistics, Neuroscience +13

Unified segmentation

John Ashburner, Karl Friston · NeuroImage · 2005 · 7.5K citations

Recent advances in convolutional neural networks

Jiuxiang Gu, Zhenhua Wang, Jason Kuen et al. · Pattern Recognition · 2017 · 6.3K citations

Computing, Computer Science, Computer Vision +10

Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates

Anders Eklund, Thomas E. Nichols, Hans Knutsson · Proceedings of the National Academy of Sciences · 2016 · 3.7K citations · Full text

Medicine, Biostatistics, Neuroscience +12