Author

Sonia Ancoli Israel

Douglas Mental Health University InstituteORCID 0000-0002-2213-4179Unclaimed 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 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:human· 1 Organism:mouse· 1

Frequent Co-Authors

Adam D. KapelneriD· 1 shared Andrea Harée Pantoja-Urbán· 1 shared Bryan E KolbiD· 1 shared Caitrin ArmstrongiD· 1 shared Cecilia FloresiD· 1 shared Christina PopescuiD· 1 shared David A. BenrimohiD· 1 shared Del MacGowan· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Adam D. KapelnerORCID

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2 papers

Recent·Most cited

NeuroscienceNature CommunicationsPeer-reviewedJul 7, 2023

Amphetamine disrupts dopamine axon growth in adolescence by a sex-specific mechanism

Lauren M. Reynolds, Giovanni Hernández, Del MacGowan…·Cecilia Flores

This study shows that amphetamine exposure in adolescence causes sex-specific changes in dopamine axon growth via Netrin-1/DCC signaling, with male mice showing increased vulnerability.

30 citations

mouseexperimental assay

𝕏 PostBluesky

NeuroscienceComputational PsychiatryPeer-reviewedJan 1, 2020

Differential Treatment Benefit Prediction For Treatment Selection in Depression: A Deep Learning Analysis of STAR*D and CO-MED Data

Joseph Mehltretter, Robert Fratila, David A. Benrimoh…·Gustavo Turecki

The paper uses deep learning to predict differential treatment benefits for depression using STAR*D and CO-MED data, showing improved remission rates with model-guided treatment selection.

29 citations

humandeep learning

𝕏 PostBluesky