Author

James William Griffith

Northwestern UniversityORCID 0000-0002-4840-8692Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:machine learning (classical)· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

A. Vania ApkarianiD· 2 shared Étienne Vachon‐PresseauiD· 2 shared Sara BergeriD· 2 shared Taha B. AbdullahiD· 2 shared Thomas J. SchnitzeriD· 2 shared Guillermo CecchiiD· 1 shared Lejian Huang· 1 shared

Activity by Year

2018-2018 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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2 shared papersNeuroscience

A. Vania ApkarianORCID

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2 papers

Recent·Most cited

Identification of traits and functional connectivity-based neuropsychotypes of chronic pain

Étienne Vachon‐Presseau, Sara Berger, Taha B. Abdullah, James William Griffith, Thomas J. Schnitzer, A. Vania Apkarian

The paper identifies four chronic pain traits using clustering and network analyses, revealing stable neurotraits that categorize patients into distinct neuropsychotypes.

bioRxiv · Sep 19, 2018 · PreprintNeuroscience

Brain and psychological determinants of placebo pill response in chronic pain patients

Étienne Vachon‐Presseau, Sara Berger, Taha B. Abdullah, Lejian Huang, Guillermo Cecchi, James William Griffith, Thomas J. Schnitzer, A. Vania Apkarian

This study shows that placebo pill response in chronic pain patients depends on brain structure, functional connectivity, and psychological factors, with machine learning predicting response magnitude.

Nature Communications · Aug 17, 2018Peer-reviewedNeuroscience