Gustavo Turecki

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Dimensionality Reduction

Feature Extraction

Top Venues

Frontiers Artif. Intell.

Publications

David Benrimoh, Caitrin Armstrong, Joseph Mehltretter, Robert Fratila, Kelly Perlman, Sonia Israel, Adam Kapelner, Sagar V. Parikh, Jordan F. Karp, Katherine Heller, Gustavo Turecki
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. CoRR (2024)
David Benrimoh, Akiva Kleinerman, Toshi A. Furukawa, Charles F. Reynolds III, Eric Lenze, Jordan Karp, Benoit H. Mulsant, Caitrin Armstrong, Joseph Mehltretter, Robert Fratila, Kelly Perlman, Sonia Israel, Myriam Tanguay-Sela, Christina Popescu, Grace Golden, Sabrina Qassim, Alexandra Anacleto, Adam Kapelner, Ariel Rosenfeld, Gustavo Turecki
Towards Outcome-Driven Patient Subgroups: A Machine Learning Analysis Across Six Depression Treatment Studies. CoRR (2023)
Mojtaba Bahrami, Malosree Maitra, Corina Nagy, Gustavo Turecki, Hamid R. Rabiee, Yue Li
Deep feature extraction of single-cell transcriptomes by generative adversarial network. Bioinform. 37 (10) (2021)
Sneha Desai, Myriam Tanguay-Sela, David Benrimoh, Robert Fratila, Donald E. Brown, Kelly Perlman, Ann John, Marcos del Pozo-Baños, Nancy Low, Sonia Israel, Lisa Palladini, Gustavo Turecki
Identification of Suicidal Ideation in the Canadian Community Health Survey - Mental Health Component Using Deep Learning. Frontiers Artif. Intell. 4 (2021)
Joseph Mehltretter, Colleen Rollins, David Benrimoh, Robert Fratila, Kelly Perlman, Sonia Israel, Marc Miresco, Marina Wakid, Gustavo Turecki
Analysis of Features Selected by a Deep Learning Model for Differential Treatment Selection in Depression. Frontiers Artif. Intell. 2 (2019)