Zobrazeno 1 - 10 of 1 984 pro vyhledávání: '"TURECKI, GUSTAVO"'
1
Report
Development and Validation of a Deep-Learning Model for Differential Treatment Benefit Prediction for Adults with Major Depressive Disorder Deployed in the Artificial Intelligence in Depression Medication Enhancement (AIDME) Study
Autor: Benrimoh, David, Armstrong, Caitrin, Mehltretter, Joseph, Fratila, Robert, Perlman, Kelly, Israel, Sonia, Kapelner, Adam, Parikh, Sagar V., Karp, Jordan F., Heller, Katherine, Turecki, Gustavo
INTRODUCTION: The pharmacological treatment of Major Depressive Disorder (MDD) relies on a trial-and-error approach. We introduce an artificial intelligence (AI) model aiming to personalize treatment and improve outcomes, which was deployed in the Ar
Externí odkaz: http://arxiv.org/abs/2406.04993
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2
Report
Towards Outcome-Driven Patient Subgroups: A Machine Learning Analysis Across Six Depression Treatment Studies
Autor: Benrimoh, David, Kleinerman, Akiva, Furukawa, Toshi A., Reynolds III, Charles F., Lenze, Eric, Karp, Jordan, Mulsant, Benoit, Armstrong, Caitrin, Mehltretter, Joseph, Fratila, Robert, Perlman, Kelly, Israel, Sonia, Tanguay-Sela, Myriam, Popescu, Christina, Golden, Grace, Qassim, Sabrina, Anacleto, Alexandra, Kapelner, Adam, Rosenfeld, Ariel, Turecki, Gustavo
Major depressive disorder (MDD) is a heterogeneous condition; multiple underlying neurobiological substrates could be associated with treatment response variability. Understanding the sources of this variability and predicting outcomes has been elusi
Externí odkaz: http://arxiv.org/abs/2303.15202
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