Treatment selection using prototyping in latent-space with application to depression treatment
Kleinerman, Akiva, Rosenfeld, Ariel, Benrimoh, David, Fratila, Robert, Armstrong, Caitrin, Mehltretter, Joseph, Shneider, Eliyahu, Yaniv-Rosenfeld, Amit, Karp, Jordan, Reynolds, Charles F, Turecki, Gustavo, Kapelner, Adam
Published in PloS one (12.11.2021)
Published in PloS one (12.11.2021)
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Journal Article
Development of a differential treatment selection model for depression on consolidated and transformed clinical trial datasets
Perlman, Kelly, Mehltretter, Joseph, Benrimoh, David, Armstrong, Caitrin, Fratila, Robert, Popescu, Christina, Tunteng, Jingla-Fri, Williams, Jerome, Rollins, Colleen, Golden, Grace, Turecki, Gustavo
Published in Translational psychiatry (21.06.2024)
Published in Translational psychiatry (21.06.2024)
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Journal Article
Analysis of Features Selected by a Deep Learning Model for Differential Treatment Selection in Depression
Mehltretter, Joseph, Rollins, Colleen, Benrimoh, David, Fratila, Robert, Perlman, Kelly, Israel, Sonia, Miresco, Marc, Wakid, Marina, Turecki, Gustavo
Published in Frontiers in artificial intelligence (21.01.2020)
Published in Frontiers in artificial intelligence (21.01.2020)
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Journal Article
Differential Treatment Benefit Prediction for Treatment Selection in Depression: A Deep Learning Analysis of STARD and CO-MED Data
Mehltretter, Joseph, Fratila, Robert, Benrimoh, David, Kapelner, Adam, Perlman, Kelly, Snook, Emily, Israel, Sonia, Armstrong, Caitrin, Miresco, Marc, Turecki, Gustavo
Published in Computational psychiatry (2020)
Published in Computational psychiatry (2020)
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Using a simulation centre to evaluate preliminary acceptability and impact of an artificial intelligence-powered clinical decision support system for depression treatment on the physician–patient interaction
Benrimoh, David, Tanguay-Sela, Myriam, Perlman, Kelly, Israel, Sonia, Mehltretter, Joseph, Armstrong, Caitrin, Fratila, Robert, Parikh, Sagar V., Karp, Jordan F., Heller, Katherine, Vahia, Ipsit V., Blumberger, Daniel M., Karama, Sherif, Vigod, Simone N., Myhr, Gail, Martins, Ruben, Rollins, Colleen, Popescu, Christina, Lundrigan, Eryn, Snook, Emily, Wakid, Marina, Williams, Jérôme, Soufi, Ghassen, Perez, Tamara, Tunteng, Jingla-Fri, Rosenfeld, Katherine, Miresco, Marc, Turecki, Gustavo, Gomez Cardona, Liliana, Linnaranta, Outi, Margolese, Howard C.
Published in BJPsych open (06.01.2021)
Published in BJPsych open (06.01.2021)
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Journal Article
Evaluating the Clinical Feasibility of an Artificial Intelligence-Powered, Web-Based Clinical Decision Support System for the Treatment of Depression in Adults: Longitudinal Feasibility Study
Popescu, Christina, Golden, Grace, Benrimoh, David, Tanguay-Sela, Myriam, Slowey, Dominique, Lundrigan, Eryn, Williams, Jérôme, Desormeau, Bennet, Kardani, Divyesh, Perez, Tamara, Rollins, Colleen, Israel, Sonia, Perlman, Kelly, Armstrong, Caitrin, Baxter, Jacob, Whitmore, Kate, Fradette, Marie-Jeanne, Felcarek-Hope, Kaelan, Soufi, Ghassen, Fratila, Robert, Mehltretter, Joseph, Looper, Karl, Steiner, Warren, Rej, Soham, Karp, Jordan F, Heller, Katherine, Parikh, Sagar V, McGuire-Snieckus, Rebecca, Ferrari, Manuela, Margolese, Howard, Turecki, Gustavo
Published in JMIR formative research (25.10.2021)
Published in JMIR formative research (25.10.2021)
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Journal Article
Correction: Evaluating the Clinical Feasibility of an Artificial Intelligence-Powered, Web-Based Clinical Decision Support System for the Treatment of Depression in Adults: Longitudinal Feasibility Study
Popescu, Christina, Golden, Grace, Benrimoh, David, Tanguay-Sela, Myriam, Slowey, Dominique, Lundrigan, Eryn, Williams, Jérôme, Desormeau, Bennet, Kardani, Divyesh, Perez, Tamara, Rollins, Colleen, Israel, Sonia, Perlman, Kelly, Armstrong, Caitrin, Baxter, Jacob, Whitmore, Kate, Fradette, Marie-Jeanne, Felcarek-Hope, Kaelan, Soufi, Ghassen, Fratila, Robert, Mehltretter, Joseph, Looper, Karl, Steiner, Warren, Rej, Soham, Karp, Jordan F, Heller, Katherine, Parikh, Sagar V, McGuire-Snieckus, Rebecca, Ferrari, Manuela, Margolese, Howard, Turecki, Gustavo
Published in JMIR formative research (24.01.2024)
Published in JMIR formative research (24.01.2024)
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Journal Article
A mixed-methods feasibility study of a novel AI-enabled, web-based, clinical decision support system for the treatment of major depression in adults
Qassim, Sabrina, Golden, Grace, Slowey, Dominique, Sarfas, Mary, Whitmore, Kate, Perez, Tamara, Strong, Elizabeth, Lundrigan, Eryn, Fradette, Marie-Jeanne, Baxter, Jacob, Desormeau, Bennet, Tanguay-Sela, Myriam, Popescu, Christina, Israel, Sonia, Perlman, Kelly, Armstrong, Caitrin, Fratila, Robert, Mehltretter, Joseph, Looper, Karl, Steiner, Warren, Rej, Soham, Karp, Jordan F., Heller, Katherine, Parikh, Sagar V., McGuire-Snieckus, Rebecca, Ferrari, Manuela, Margolese, Howard, Benrimoh, David
Published in Journal of affective disorders reports (01.12.2023)
Published in Journal of affective disorders reports (01.12.2023)
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Journal Article
Evaluating the perceived utility of an artificial intelligence-powered clinical decision support system for depression treatment using a simulation center
Tanguay-Sela, Myriam, Benrimoh, David, Popescu, Christina, Perez, Tamara, Rollins, Colleen, Snook, Emily, Lundrigan, Eryn, Armstrong, Caitrin, Perlman, Kelly, Fratila, Robert, Mehltretter, Joseph, Israel, Sonia, Champagne, Monique, Williams, Jérôme, Simard, Jade, Parikh, Sagar V., Karp, Jordan F., Heller, Katherine, Linnaranta, Outi, Cardona, Liliana Gomez, Turecki, Gustavo, Margolese, Howard C.
Published in Psychiatry research (01.02.2022)
Published in Psychiatry research (01.02.2022)
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Journal Article
Towards Outcome-Driven Patient Subgroups: A Machine Learning Analysis Across Six Depression Treatment Studies
Benrimoh, David, Kleinerman, Akiva, Furukawa, Toshi A, Iii, Charles F Reynolds, Lenze, Eric J, Karp, Jordan, Mulsant, Benoit, Armstrong, Caitrin, Mehltretter, Joseph, Fratila, Robert, Perlman, Kelly, Israel, Sonia, Popescu, Christina, Golden, Grace, Qassim, Sabrina, Anacleto, Alexandra, Tanguay-Sela, Myriam, Kapelner, Adam, Rosenfeld, Ariel, Turecki, Gustavo
Published in The American journal of geriatric psychiatry (01.03.2024)
Published in The American journal of geriatric psychiatry (01.03.2024)
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Journal Article
Evaluating the Usability and Impact of an Artificial Intelligence-Powered Clinical Decision Support System for Depression Treatment
Tanguay-Sela, Myriam, Benrimoh, David, Perlman, Kelly, Israel, Sonia, Mehltretter, Joseph, Armstrong, Caitrin, Fratila, Robert, Parikh, Sagar, Karp, Jordan, Heller, Katherine, Vahia, Ipsit, Blumberger, Daniel, Karama, Sherif, Vigod, Simone, Myhr, Gail, Martins, Ruben, Rollins, Colleen, Popescu, Christina, Lundrigan, Eryn, Snook, Emily, Wakid, Marina, Williams, Jérôme, Soufi, Ghassen, Perez, Tamara, Tunteng, Jingla-Fri, Rosenfeld, Katherine, Miresco, Marc, Turecki, Gustavo, Gomez-Cardona, Liliana, Mantere, Outi, Margolese, Howard
Published in Biological psychiatry (1969) (01.05.2020)
Published in Biological psychiatry (1969) (01.05.2020)
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Journal Article
Treatment selection using prototyping in latent-space with application to depression treatment
Akiva Kleinerman, Ariel Rosenfeld, David Benrimoh, Robert Fratila, Caitrin Armstrong, Joseph Mehltretter, Eliyahu Shneider, Amit Yaniv-Rosenfeld, Jordan Karp, Charles F Reynolds, Gustavo Turecki, Adam Kapelner
Published in PloS one (01.01.2021)
Published in PloS one (01.01.2021)
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Journal Article
Differential Treatment Benet Prediction for Treatment Selection in Depression: A Deep Learning Analysis of STARD and CO-MED Data
Mehltretter, Joseph, Fratila, Robert, Benrimoh, David A., Kapelner, Adam, Perlman, Kelly, Snook, Emily, Israel, Sonia, Armstrong, Caitrin, Miresco, Marc, Turecki, Gustavo
Published in Computational psychiatry (01.01.2020)
Published in Computational psychiatry (01.01.2020)
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Journal Article
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
Benrimoh, David, Armstrong, Caitrin, Mehltretter, Joseph, Fratila, Robert, Perlman, Kelly, Israel, Sonia, Kapelner, Adam, Parikh, Sagar V, Karp, Jordan F, Heller, Katherine, Turecki, Gustavo
Published in arXiv.org (07.06.2024)
Published in arXiv.org (07.06.2024)
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Paper
Journal Article
Systems and methods for treatment selection
Armstrong, Caitrin, Kleinerman, Akiva, Benrimoh, David, Mehltretter, Joseph, Rosenfeld, Ariel, Fratila, Robert, Kapelner, Adam
Year of Publication 09.07.2024
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Year of Publication 09.07.2024
Patent
SYSTEMS AND METHODS FOR TREATMENT SELECTION
FRATILA, Robert, ARMSTRONG, Caitrin, KLEINERMAN, Akiva, BENRIMOH, David, MEHLTRETTER, Joseph, KAPELNER, Adam, ROSENFELD, Ariel
Year of Publication 22.05.2024
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Year of Publication 22.05.2024
Patent
Towards Outcome-Driven Patient Subgroups: A Machine Learning Analysis Across Six Depression Treatment Studies
Benrimoh, David, Kleinerman, Akiva, Furukawa, Toshi A, Reynolds, 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
Published in arXiv.org (30.03.2023)
Published in arXiv.org (30.03.2023)
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Paper
Journal Article
Systems and methods for treatment selection
Armstrong, Caitrin, Kleinerman, Akiva, Benrimoh, David, Mehltretter, Joseph, Rosenfeld, Ariel, Fratila, Robert, Kapelner, Adam
Year of Publication 14.03.2023
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Year of Publication 14.03.2023
Patent
SYSTEMS AND METHODS FOR TREATMENT SELECTION
FRATILA, Robert, ARMSTRONG, Caitrin, KLEINERMAN, Akiva, BENRIMOH, David, MEHLTRETTER, Joseph, KAPELNER, Adam, ROSENFELD, Ariel
Year of Publication 08.02.2023
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Year of Publication 08.02.2023
Patent