Treatment selection using prototyping in latent-space with application to depression treatment von 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

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Challenges when identifying migration from geo-located Twitter data von Armstrong, Caitrin, Poorthuis, Ate, Zook, Matthew, Ruths, Derek, Soehl, Thomas

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Development of a differential treatment selection model for depression on consolidated and transformed clinical trial datasets von Perlman, Kelly, Mehltretter, Joseph, Benrimoh, David, Armstrong, Caitrin, Fratila, Robert, Popescu, Christina, Tunteng, Jingla-Fri, Williams, Jerome, Rollins, Colleen, Golden, Grace, Turecki, Gustavo

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Editorial: ML and AI Safety, Effectiveness and Explainability in Healthcare von Benrimoh, David, Israel, Sonia, Fratila, Robert, Armstrong, Caitrin, Perlman, Kelly, Rosenfeld, Ariel, Kapelner, Adam

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Differential Treatment Benefit Prediction for Treatment Selection in Depression: A Deep Learning Analysis of STARD and CO-MED Data von Mehltretter, Joseph, Fratila, Robert, Benrimoh, David, Kapelner, Adam, Perlman, Kelly, Snook, Emily, Israel, Sonia, Armstrong, Caitrin, Miresco, Marc, Turecki, Gustavo

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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 ph... von 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.

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Evaluating the Clinical Feasibility of an Artificial Intelligence-Powered, Web-Based Clinical Decision Support System for the Treatment of Depression in Adults: Longitudinal Feasib... von 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

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Correction: Evaluating the Clinical Feasibility of an Artificial Intelligence-Powered, Web-Based Clinical Decision Support System for the Treatment of Depression in Adults: Longitu... von 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

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A mixed-methods feasibility study of a novel AI-enabled, web-based, clinical decision support system for the treatment of major depression in adults von 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

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Applying artificial intelligence to clinical decision support in mental health: What have we learned? von Golden, Grace, Popescu, Christina, Israel, Sonia, Perlman, Kelly, Armstrong, Caitrin, Fratila, Robert, Tanguay-Sela, Myriam, Benrimoh, David

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Evaluating the perceived utility of an artificial intelligence-powered clinical decision support system for depression treatment using a simulation center von 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.

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Towards Outcome-Driven Patient Subgroups: A Machine Learning Analysis Across Six Depression Treatment Studies von 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

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Challenges when identifying migration from geo-located Twitter data von Armstrong, Caitrin, Poorthuis, Ate, Zook, Matthew, Ruths, Derek, Soehl, Thomas

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Evaluating the Usability and Impact of an Artificial Intelligence-Powered Clinical Decision Support System for Depression Treatment von 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

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Treatment selection using prototyping in latent-space with application to depression treatment von 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

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Differential Treatment Benet Prediction for Treatment Selection in Depression: A Deep Learning Analysis of STARD and CO-MED Data von Mehltretter, Joseph, Fratila, Robert, Benrimoh, David A., Kapelner, Adam, Perlman, Kelly, Snook, Emily, Israel, Sonia, Armstrong, Caitrin, Miresco, Marc, Turecki, Gustavo

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Legends: Folklore on Reddit von Armstrong, Caitrin, Ruths, Derek

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The Residence History Inference Problem von Ruths, Derek, Armstrong, Caitrin

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Legends: Folklore on Reddit von Armstrong, Caitrin, Ruths, Derek

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The Residence History Inference Problem von Ruths, Derek, Armstrong, Caitrin

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