Author

Anton D. Loukianov

ORCID 0000-0002-1863-1033Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:human· 1 Approach:machine learning (classical)· 1

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Aaron M. Smith· 1 shared Charles K. FisheriD· 1 shared David Li‐Bland· 1 shared Jonathan R. WalshiD· 1 shared Yannick PouliotiD· 1 shared

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2020-2020 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Aaron M. Smith

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintFeb 4, 2020

Generating Digital Twins with Multiple Sclerosis Using Probabilistic Neural Networks

Jonathan R. Walsh, Aaron M. Smith, Yannick Pouliot…·Charles K. Fisher

The paper uses a Conditional Restricted Boltzmann Machine to generate digital twins of MS patients, enabling subject-level analysis of disease progression.

40 citations

humanmachine learning (classical)

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