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Robert Fratila
Robert Fratila
Co-Founder, Aifred Health
Verified email at aifredhealth.com
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Year
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
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
252020
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
252019
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
222022
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
192021
Deep learning segmentation of orbital fat to calibrate conventional MRI for longitudinal studies
RA Brown, D Fetco, R Fratila, G Fadda, S Jiang, NM Alkhawajah, EA Yeh, ...
Neuroimage 208, 116442, 2020
192020
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
132021
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
Treatment selection using prototyping in latent-space with application to depression treatment
A Kleinerman, A Rosenfeld, D Benrimoh, R Fratila, C Armstrong, ...
Plos one 16 (11), e0258400, 2021
72021
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
52024
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
42020
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
Towards outcome-driven patient subgroups: a machine learning analysis across six depression treatment studies
D Benrimoh, A Kleinerman, TA Furukawa, CF Reynolds III, EJ Lenze, ...
The American Journal of Geriatric Psychiatry 32 (3), 280-292, 2024
22024
Identification of Suicidal Ideation in the Canadian Community Health Survey—Mental Health Component Using Deep Learning
S Desai, M Tanguay-Sela, D Benrimoh, R Fratila, E Brown, K Perlman, ...
Frontiers in Artificial Intelligence 4, 561528, 2021
22021
A mixed-methods feasibility study of a novel AI-enabled, web-based, clinical decision support system for the treatment of major depression in adults
S Qassim, G Golden, D Slowey, M Sarfas, K Whitmore, T Perez, E Strong, ...
Journal of Affective Disorders Reports 14, 100677, 2023
12023
Systems and methods for treatment selection
C Armstrong, D Benrimoh, R Fratila, A Kapelner, A Kleinerman, ...
US Patent App. 17/493,070, 2022
12022
Correction: Evaluating the Clinical Feasibility of an Artificial Intelligence–Powered, Web-Based Clinical Decision Support System for the Treatment of Depression in Adults …
C Popescu, G Golden, D Benrimoh, M Tanguay-Sela, D Slowey, ...
JMIR Formative Research 8, e56570, 2024
2024
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