Publications by authors named "Kelly Perlman"

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Artificial Intelligence in Depression-Medication Enhancement (AID-ME): A Cluster Randomized Trial of a Deep-Learning-Enabled Clinical Decision Support System for Personalized Depression Treatment Selection and Management.
David Benrimoh, Kate Whitmore, Maud Richard, Grace Golden, Kelly Perlman

J Clin Psychiatry· August 2025

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Development of the treatment prediction model in the artificial intelligence in depression - medication enhancement study.
David Benrimoh, Caitrin Armstrong, Joseph Mehltretter, Robert Fratila, Kelly Perlman

Npj Ment Health Res· June 2025

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Proteomic evidence of depression-associated astrocytic dysfunction in the human male olfactory bulb.
Reza Rahimian, Kelly Perlman, Gohar Fakhfouri, Refilwe Mpai, Vincent R Richard

Brain Behav Immun· November 2024

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Development of a differential treatment selection model for depression on consolidated and transformed clinical trial datasets.
Kelly Perlman, Joseph Mehltretter, David Benrimoh, Caitrin Armstrong, Robert Fratila

Transl Psychiatry· June 2024

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Towards Outcome-Driven Patient Subgroups: A Machine Learning Analysis Across Six Depression Treatment Studies.
David Benrimoh, Akiva Kleinerman, Toshi A Furukawa, Charles F Reynolds Iii, Eric J Lenze, Kelly Perlman

Am J Geriatr Psychiatry· March 2024

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Correction: Evaluating the Clinical Feasibility of an Artificial Intelligence-Powered, Web-Based Clinical Decision Support System for the Treatment of Depression in Adults: Longitudinal Feasibility Study.
Christina Popescu, Grace Golden, David Benrimoh, Myriam Tanguay-Sela, Dominique Slowey, Kelly Perlman

JMIR Form Res· January 2024

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Cell type specific transcriptomic differences in depression show similar patterns between males and females but implicate distinct cell types and genes.
Malosree Maitra, Haruka Mitsuhashi, Reza Rahimian, Anjali Chawla, Jennie Yang, Kelly Perlman

Nat Commun· May 2023

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Quantitative and carbon isotope ratio analysis of fatty acids isolated from human brain hemispheres.
R J Scott Lacombe, Mackenzie E Smith, Kelly Perlman, Gustavo Turecki, Naguib Mechawar

J Neurochem· January 2023

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A systematic meta-review of patient-level predictors of psychological therapy outcome in major depressive disorder.
Myriam Tanguay-Sela, Colleen Rollins, Tamara Perez, Vivian Qiang, Grace Golden, Kelly Perlman

J Affect Disord· November 2022

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Targeting microglia-oligodendrocyte crosstalk in neurodegenerative and psychiatric disorders.
Reza Rahimian, Kelly Perlman, Candice Canonne, Naguib Mechawar

Drug Discov Today· September 2022

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Evaluating the perceived utility of an artificial intelligence-powered clinical decision support system for depression treatment using a simulation center.
Myriam Tanguay-Sela, David Benrimoh, Christina Popescu, Tamara Perez, Colleen Rollins, Kelly Perlman

Psychiatry Res· February 2022

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Evaluating the Clinical Feasibility of an Artificial Intelligence-Powered, Web-Based Clinical Decision Support System for the Treatment of Depression in Adults: Longitudinal Feasibility Study.
Christina Popescu, Grace Golden, David Benrimoh, Myriam Tanguay-Sela, Dominique Slowey, Kelly Perlman

JMIR Form Res· October 2021

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Editorial: ML and AI Safety, Effectiveness and Explainability in Healthcare.
David Benrimoh, Sonia Israel, Robert Fratila, Caitrin Armstrong, Kelly Perlman

Front Big Data· July 2021

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Age-related injury responses of human oligodendrocytes to metabolic insults: link to BCL-2 and autophagy pathways.
Milton Guilherme Forestieri Fernandes, Julia Xiao Xuan Luo, Qiao-Ling Cui, Kelly Perlman, Florian Pernin

Commun Biol· January 2021

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Using a simulation centre to evaluate preliminary acceptability and impact of an artificial intelligence-powered clinical decision support system for depression treatment on the physician-patient interaction.
David Benrimoh, Myriam Tanguay-Sela, Kelly Perlman, Sonia Israel, Joseph Mehltretter

BJPsych Open· January 2021

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Transcriptomic and clonal characterization of T cells in the human central nervous system.
Jenna L Pappalardo, Le Zhang, Maggie K Pecsok, Kelly Perlman, Chrysoula Zografou

Sci Immunol· September 2020

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Developmental trajectory of oligodendrocyte progenitor cells in the human brain revealed by single cell RNA sequencing.
Kelly Perlman, Charles P Couturier, Moein Yaqubi, Arnaud Tanti, Qiao-Ling Cui

Glia· June 2020

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Single-nucleus transcriptomics of the prefrontal cortex in major depressive disorder implicates oligodendrocyte precursor cells and excitatory neurons.
Corina Nagy, Malosree Maitra, Arnaud Tanti, Matthew Suderman, Jean-Francois Théroux, Kelly Perlman

Nat Neurosci· June 2020

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Analysis of Features Selected by a Deep Learning Model for Differential Treatment Selection in Depression.
Joseph Mehltretter, Colleen Rollins, David Benrimoh, Robert Fratila, Kelly Perlman

Front Artif Intell· January 2020

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A systematic meta-review of predictors of antidepressant treatment outcome in major depressive disorder.
Kelly Perlman, David Benrimoh, Sonia Israel, Colleen Rollins, Eleanor Brown

J Affect Disord· January 2019

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