Author

Marc Miresco

McGill University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

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 Organism:human· 1

Frequent Co-Authors

Adam D. KapelneriD· 1 shared Caitrin ArmstrongiD· 1 shared David A. BenrimohiD· 1 shared Emily Snook· 1 shared Gustavo TureckiiD· 1 shared Joseph MehltretteriD· 1 shared Kelly PerlmaniD· 1 shared Robert FratilaiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Adam D. KapelnerORCID

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1 paper

Recent·Most cited

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, Adam D. Kapelner, Kelly Perlman, Emily Snook, Sonia Ancoli Israel, Caitrin Armstrong, Marc Miresco, 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.

Computational Psychiatry · Jan 1, 2020Peer-reviewedNeuroscience