Author

Peter W. Elliott

Carnegie Mellon UniversityORCID 0000-0003-1817-6621Unclaimed 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:cell type annotation· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Avniel Singh GhumaniD· 1 shared Matthew J. BoringiD· 1 shared Max G’Sell· 1 shared Robert Mark RichardsoniD· 1 shared Yuanning LiiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Avniel Singh GhumanORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintAug 13, 2019

Shrinkage Classification for Overlapping Time Series: An interpretable method for mapping stimulus-differentiated evoked response

Peter W. Elliott, Matthew J. Boring, Yuanning Li…·Max G’Sell

SCOTS maps brain function from neural time series by integrating spatio-temporal dependence through dimensionality reduction and classification, revealing category-specific neural activation patterns.

DOI 10.1101/733279

humanelectronic health records

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