Author

Andrea M. Maxwell

University of MinnesotaORCID 0000-0002-4080-8835Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Anna ZilverstandiD· 1 shared Eric RawlsiD· 1 shared Erich KummerfeldiD· 1 shared Gregory R. NiklasoniD· 1 shared Gunner DrosseliD· 1 shared Leyla R. BrucariD· 1 shared Sisi MaiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Anna ZilverstandORCID

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1 paper

Recent·Most cited

Explainable Machine Learning Analysis Reveals Gender Differences in the Phenotypic and Neurobiological Markers of Cannabis Use Disorder

Gregory R. Niklason, Eric Rawls, Sisi Ma, Erich Kummerfeld, Andrea M. Maxwell, Leyla R. Brucar, Gunner Drossel, Anna Zilverstand

The paper uses explainable machine learning to identify gender-specific risk factors for cannabis use disorder, finding stronger environmental influences in women and individual factors in men.

bioRxiv · Aug 30, 2021 · PreprintNeuroscience