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Transfer learning of deep neural network representations for fMRI decoding.
J Neurosci Methods. 2019 Dec 1;328:108319. doi: 10.1016/j.jneumeth.2019.108319. Epub 2019 Oct 1.
J Neurosci Methods. 2019.
PMID: 31585315
Free article.
CEREBRUM-7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes.
Svanera M, Benini S, Bontempi D, Muckli L.
Svanera M, et al.
Hum Brain Mapp. 2021 Dec 1;42(17):5563-5580. doi: 10.1002/hbm.25636. Epub 2021 Oct 1.
Hum Brain Mapp. 2021.
PMID: 34598307
Free PMC article.
Item in Clipboard
A self-supervised deep neural network for image completion resembles early visual cortex fMRI activity patterns for occluded scenes.
Svanera M, Morgan AT, Petro LS, Muckli L.
Svanera M, et al.
J Vis. 2021 Jul 6;21(7):5. doi: 10.1167/jov.21.7.5.
J Vis. 2021.
PMID: 34259828
Free PMC article.
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CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI.
Bontempi D, Benini S, Signoroni A, Svanera M, Muckli L.
Bontempi D, et al. Among authors: svanera m.
Med Image Anal. 2020 May;62:101688. doi: 10.1016/j.media.2020.101688. Epub 2020 Mar 24.
Med Image Anal. 2020.
PMID: 32272345
Free article.
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Robust inter-subject audiovisual decoding in functional magnetic resonance imaging using high-dimensional regression.
Raz G, Svanera M, Singer N, Gilam G, Cohen MB, Lin T, Admon R, Gonen T, Thaler A, Granot RY, Goebel R, Benini S, Valente G.
Raz G, et al. Among authors: svanera m.
Neuroimage. 2017 Dec;163:244-263. doi: 10.1016/j.neuroimage.2017.09.032. Epub 2017 Sep 20.
Neuroimage. 2017.
PMID: 28939433
Free article.
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Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data.
Svanera M, Savardi M, Signoroni A, Benini S, Muckli L.
Svanera M, et al.
Med Image Anal. 2024 Apr;93:103090. doi: 10.1016/j.media.2024.103090. Epub 2024 Jan 17.
Med Image Anal. 2024.
PMID: 38241763
Free article.
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