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2020 – today
- 2024
[i4]David Benrimoh, Caitrin Armstrong, Joseph Mehltretter, Robert Fratila, Kelly Perlman, Sonia Israel, Adam Kapelner, Sagar V. Parikh, Jordan F. Karp, Katherine A. 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 abs/2406.04993 (2024)- 2023
- [i3]Grace Golden, Christina Popescu, Sonia Israel, Kelly Perlman, Caitrin Armstrong, Robert Fratila, Myriam Tanguay-Sela, David Benrimoh:
Applying Artificial Intelligence to Clinical Decision Support in Mental Health: What Have We Learned? CoRR abs/2303.03511 (2023) - [i2]David Benrimoh, Akiva Kleinerman, Toshi A. Furukawa, Charles F. Reynolds III, Eric Lenze, Jordan F. 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 abs/2303.15202 (2023) - 2021
- [j4]David Benrimoh, Sonia Israel, Robert Fratila, Caitrin Armstrong, Kelly Perlman, Ariel Rosenfeld, Adam Kapelner
:
Editorial: ML and AI Safety, Effectiveness and Explainability in Healthcare. Frontiers Big Data 4: 727856 (2021) - [j3]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: 561528 (2021) - 2020
- [j2]Robert A. Brown, Dumitru Fetco, Robert Fratila, Giulia Fadda, Shangge Jiang, Nuha M. Alkhawajah, E. Ann Yeh, Brenda Banwell, Amit Bar-Or, Douglas L. Arnold:
Deep learning segmentation of orbital fat to calibrate conventional MRI for longitudinal studies. NeuroImage 208: 116442 (2020)
2010 – 2019
- 2019
- [j1]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: 31 (2019) - [i1]Ariel Rosenfeld, David Benrimoh, Caitrin Armstrong, Nykan Mirchi, Timothe Langlois-Therrien, Colleen Rollins, Myriam Tanguay-Sela, Joseph Mehltretter, Robert Fratila, Sonia Israel, Emily Snook, Kelly Perlman, Akiva Kleinerman, Bechara Saab, Mark Thoburn, Cheryl Gabbay, Amit Yaniv-Rosenfeld:
Big Data Analytics and AI in Mental Healthcare. CoRR abs/1903.12071 (2019) - 2018
- [c1]David Benrimoh, Sonia Israel, Kelly Perlman, Robert Fratila, Matthew R. Krause:
Meticulous Transparency - An Evaluation Process for an Agile AI Regulatory Scheme. IEA/AIE 2018: 869-880
Coauthor Index
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