Author

Jannis Bielefeld

Northwestern UniversityORCID 0000-0002-9919-9616Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

A. Vania ApkarianiD· 2 shared Andrew David VigotskyiD· 1 shared David YarnitskyiD· 1 shared Gian Domenico IannettiiD· 1 shared Itamar KahniD· 1 shared L. Q. HuangiD· 1 shared Marwan N. BalikiiD· 1 shared Noam BosakiD· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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2 shared papersNeuroscience

A. Vania ApkarianORCID

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2 papers

Recent·Most cited

Structural brain connectivity predicts acute pain after mild traumatic brain injury

Paulo Branco, Noam Bosak, Jannis Bielefeld, Olivia Cong, Yelena Granovsky, Itamar Kahn, David Yarnitsky, A. Vania Apkarian

This study uses machine learning to show that white matter connectivity in specific brain networks predicts acute pain after mild traumatic brain injury.

bioRxiv · Nov 12, 2021 · PreprintNeuroscience

The Hard Limits of Decoding Mental States: The Decodability of fMRI

Rami Jabakhanji, Andrew David Vigotsky, Jannis Bielefeld, L. Q. Huang, Marwan N. Baliki, Gian Domenico Iannetti, A. Vania Apkarian

This paper challenges the effectiveness of multi-voxel fMRI decoders for identifying mental states across individuals, showing they are often redundant and perform similarly to simpler methods.

bioRxiv · Dec 18, 2020 · PreprintNeuroscience