Author

Galen Ballentine

SUNY Downstate Health Sciences UniversityORCID 0000-0003-3421-8609Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Sam Freesun FriedmaniD· 2 shared Danilo BzdokiD· 1 shared

Activity by Year

2022-2022 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersNeuroscience

Sam Freesun FriedmanORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintJun 2, 2022

Language Models Learn Sentiment and Substance from 11,000 Psychoactive Experiences

Sam Freesun Friedman, Galen Ballentine

The paper uses machine learning to analyze drug testimonials and link them to neurobiological and psychological effects, revealing distinct patterns associated with different substances.

2 citations

machine learning (classical)benchmarking

𝕏 PostBluesky

NeuroscienceScience AdvancesPeer-reviewedMar 16, 2022

Trips and Neurotransmitters: Discovering Principled Patterns across 6,850 Hallucinogenic Experiences

Galen Ballentine, Sam Freesun Friedman, Danilo Bzdok

This paper analyzes 6,850 hallucinogenic experiences to link drug-induced consciousness changes to brain receptor distributions using natural language and gene expression data.

65 citationstop 1%

humanbulk RNA-seq

𝕏 PostBluesky