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Sonia Israel
Sonia Israel
Verified email at mail.mcgill.ca
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Year
The emerging role of exosomes in mental disorders
S Saeedi, S Israel, C Nagy, G Turecki
Translational psychiatry 9 (1), 122, 2019
3042019
A systematic meta-review of predictors of antidepressant treatment outcome in major depressive disorder
K Perlman, D Benrimoh, S Israel, C Rollins, E Brown, JF Tunteng, R You, ...
Journal of affective disorders 243, 503-515, 2019
1532019
Aifred Health, a Deep Learning Powered Clinical Decision Support System for Mental Health
D Benrimoh, R Fratila, S Israel, K Perlman, N Mirchi, S Desai, A Rosenfeld, ...
The NIPS'17 Competition: Building Intelligent Systems, 251-287, 2018
332018
Using a simulation centre to evaluate preliminary acceptability and impact of an artificial intelligence-powered clinical decision support system for depression treatment on …
D Benrimoh, M Tanguay-Sela, K Perlman, S Israel, J Mehltretter, ...
BJPsych open 7 (1), e22, 2021
292021
DCC‐related developmental effects of abused‐versus therapeutic‐like amphetamine doses in adolescence
S Cuesta, JM Restrepo‐Lozano, C Popescu, S He, LM Reynolds, S Israel, ...
Addiction biology 25 (4), e12791, 2020
242020
Analysis of features selected by a deep learning model for differential treatment selection in depression
J Mehltretter, C Rollins, D Benrimoh, R Fratila, K Perlman, S Israel, ...
Frontiers in Artificial Intelligence 2, 31, 2020
242020
Differential treatment benefit prediction for treatment selection in depression: a deep learning analysis of STAR* D and CO-MED data
J Mehltretter, R Fratila, D Benrimoh, A Kapelner, K Perlman, E Snook, ...
BioRxiv, 679779, 2019
242019
Evaluating the perceived utility of an artificial intelligence-powered clinical decision support system for depression treatment using a simulation center
M Tanguay-Sela, D Benrimoh, C Popescu, T Perez, C Rollins, E Snook, ...
Psychiatry Research 308, 114336, 2022
202022
Evaluating the clinical feasibility of an artificial intelligence–powered, web-based clinical decision support system for the treatment of depression in adults: longitudinal …
C Popescu, G Golden, D Benrimoh, M Tanguay-Sela, D Slowey, ...
JMIR formative research 5 (10), e31862, 2021
182021
Big Data analytics and artificial intelligence in mental healthcare
A Rosenfeld, D Benrimoh, C Armstrong, N Mirchi, T Langlois-Therrien, ...
Applications of big data in healthcare, 137-171, 2021
172021
Big data analytics and AI in mental healthcare
A Rosenfeld, D Benrimoh, C Armstrong, N Mirchi, T Langlois-Therrien, ...
arXiv preprint arXiv:1903.12071, 2019
162019
ML and AI safety, effectiveness and explainability in healthcare
D Benrimoh, S Israel, R Fratila, C Armstrong, K Perlman, A Rosenfeld, ...
Frontiers in big Data 4, 727856, 2021
122021
The emerging role of exosomes in mental disorders. Transl Psychiatry. 2019; 9 (1): 122
S Saeedi, S Israel, C Nagy, G Turecki
Epub 2019/03/30. doi: 10.1038/s41398-019-0459-9. PubMed PMID: 30923321, 2019
122019
Meticulous transparency—an evaluation process for an agile AI regulatory scheme
D Benrimoh, S Israel, K Perlman, R Fratila, M Krause
Recent Trends and Future Technology in Applied Intelligence: 31st …, 2018
82018
The emerging role of exosomes in mental disorders. Transl Psychiatry 9 (1): 122
S Saeedi, S Israel, C Nagy, G Turecki
52019
Amphetamine disrupts dopamine axon growth in adolescence by a sex-specific mechanism in mice
LM Reynolds, G Hernandez, D MacGowan, C Popescu, D Nouel, ...
Nature communications 14 (1), 4035, 2023
42023
Applying artificial intelligence to clinical decision support in mental health: What have we learned?
G Golden, C Popescu, S Israel, K Perlman, C Armstrong, R Fratila, ...
Health Policy and Technology, 100844, 2024
32024
Evaluating the usability and impact of an artificial intelligence-powered clinical decision support system for depression treatment
M Tanguay-Sela, D Benrimoh, K Perlman, S Israel, J Mehltretter, ...
Biological Psychiatry 87 (9), S171, 2020
32020
Using a Simulation Centre to Evaluate the Effect of an Artificial Intelligence-Powered Clinical Decision Support System for Depression Treatment on the Physician-Patient …
D Benrimoh, M Tanguay-Sela, K Perlman, S Israel, J Mehltretter, ...
Medrxiv, 2020.03. 20.20039255, 2020
32020
Primed for Psychiatry: The role of artificial intelligence and machine learning in the optimization of depression treatment.
J Tan, CRE Rollins, S Israel, D Benrimoh
University of Toronto Medical Journal 96 (1), 2019
32019
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Articles 1–20