Search Results - "Maslej, Marta M."

Out with AI, in with the psychiatrist: a preference for human-derived clinical decision support in depression care by Maslej, Marta M., Kloiber, Stefan, Ghassemi, Marzyeh, Yu, Joanna, Hill, Sean L.

“…Advancements in artificial intelligence (AI) are enabling the development of clinical support tools (CSTs) in psychiatry to facilitate the review of patient…”
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Conceptualising fairness: three pillars for medical algorithms and health equity by Sikstrom, Laura, Maslej, Marta M, Hui, Katrina, Findlay, Zoe, Buchman, Daniel Z, Hill, Sean L

“…ObjectivesFairness is a core concept meant to grapple with different forms of discrimination and bias that emerge with advances in Artificial Intelligence (eg,…”
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Predictive care: a protocol for a computational ethnographic approach to building fair models of inpatient violence in emergency psychiatry by Sikstrom, Laura, Maslej, Marta M, Findlay, Zoe, Strudwick, Gillian, Hui, Katrina, Zaheer, Juveria, Hill, Sean L, Buchman, Daniel Z

“…IntroductionManaging violence or aggression is an ongoing challenge in emergency psychiatry. Many patients identified as being at risk do not go on to become…”
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Testing the Analytical Rumination Hypothesis: Exploring the Longitudinal Effects of Problem Solving Analysis on Depression by Sevcikova, Marcela, Maslej, Marta M., Stipl, Jiri, Andrews, Paul W., Pastrnak, Martin, Vechetova, Gabriela, Bartoskova, Magda, Preiss, Marek

“…Depression is a mental health condition for which individuals commonly seek treatment. However, depressive episodes often resolve on their own, even without…”
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Creating Fictional Characters: The Role of Experience, Personality, and Social Processes by Maslej, Marta M, Oatley, Keith, Mar, Raymond A

“…Characters are considered central to works of fiction and essential to our enjoyment of them. We conducted an exploratory study to examine whether the ability…”
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Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study by Howard, Derek, Maslej, Marta M, Lee, Justin, Ritchie, Jacob, Woollard, Geoffrey, French, Leon

“…Mental illness affects a significant portion of the worldwide population. Online mental health forums can provide a supportive environment for those afflicted…”
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The Hierarchical Personality Structure of Aspiring Creative Writers by Maslej, Marta M., Rain, Marina, Fong, Katrina, Oatley, Keith, Mar, Raymond A.

“…Empirical studies of personality traits in creative writers have demonstrated mixed findings, perhaps due to issues of sampling, measurement, and the reporting…”
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Apps and gaps in bipolar disorder: A systematic review on electronic monitoring for episode prediction by Ortiz, Abigail, Maslej, Marta M., Husain, M. Ishrat, Daskalakis, Zafiris J., Mulsant, Benoit H.

“…•The availability of smartphones has sparked the development of automated applications to remotely monitor patients.•Models were better in predicting…”
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Twelve tips for Natural Language Processing in medical education program evaluation by Costa-Dookhan, Kenya A, Maslej, Marta M, Donner, Kayle, Islam, Faisal, Sockalingam, Sanjeev, Thakur, Anupam

“…With the increasing application of Natural Language Processing (NLP) in Medicine at large, medical educators are urged to gain an understanding and implement…”
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Individual Differences in Response to Antidepressants: A Meta-analysis of Placebo-Controlled Randomized Clinical Trials by Maslej, Marta M, Furukawa, Toshiaki A, Cipriani, Andrea, Andrews, Paul W, Sanches, Marcos, Tomlinson, Anneka, Volkmann, Constantin, McCutcheon, Robert A, Howes, Oliver, Guo, Xin, Mulsant, Benoit H

“…Antidepressants are commonly used to treat major depressive disorder (MDD). Antidepressant outcomes can vary based on individual differences; however, it is…”
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Evolutionary theory and the treatment of depression: It is all about the squids and the sea bass by Hollon, Steven D., Andrews, Paul W., Singla, Daisy R., Maslej, Marta M., Mulsant, Benoit H.

“…According to the analytical rumination hypothesis, depression is an evolved adaptation (like pain or anxiety) that served in our ancestral past to keep people…”
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Cognitive Outcomes After Antidepressant Pharmacotherapy for Late-Life Depression: A Systematic Review and Meta-Analysis by Ainsworth, Nicholas J, Marawi, Tulip, Maslej, Marta M, Blumberger, Daniel M, McAndrews, Mary Pat, Perivolaris, Argyrios, Pollock, Bruce G, Rajji, Tarek K, Mulsant, Benoit H

“…The authors evaluated whether treatment of late-life depression (LLD) with antidepressants leads to changes in cognitive function. A systematic review and…”
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Disordered doctors or rational rats? Testing adaptationist and disorder hypotheses for melancholic depression and their relevance for clinical psychology by Andrews, Paul W., Maslej, Marta M., Thomson Jr, J. Anderson, Hollon, Steven D.

“…Most clinicians view depression as a painful disorder in which motivation to pursue adaptive goals is lacking and cognition is impaired. An alternative…”
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An Experimental Paradigm for Triggering a Depressive Syndrome by Altman, Maxwell, Martin, Lily W., Chiu, Candice, Northover, Stefanie B., Huang, Siqi, Goegan, Sarah, Maslej, Marta M., Hollon, Steven D., Mulsant, Benoit H., Andrews, Paul W.

“…Research investigating whether depression is an adaptation or a disorder has been hindered by the lack of an experimental paradigm that can test causal…”
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The Textual Features of Fiction That Appeal to Readers: Emotion and Abstractness by Maslej, Marta M., Mar, Raymond A., Kuperman, Victor

“…In two studies we assessed whether simple surface-level textual features of fictional works predict their appeal to readers. Specifically, we focused on the…”
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The Mortality and Myocardial Effects of Antidepressants Are Moderated by Preexisting Cardiovascular Disease: A Meta-Analysis by Maslej, Marta M, Bolker, Benjamin M, Russell, Marley J, Eaton, Keifer, Durisko, Zachary, Hollon, Steven D, Swanson, G Marie, Thomson, Jr, J Anderson, Mulsant, Benoit H, Andrews, Paul W

“…Antidepressants (ADs) are commonly prescribed medications, but their long-term health effects are debated. ADs disrupt multiple adaptive processes regulated by…”
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Cocreating Meaning Through Expressive Writing and Reading for Cancer Caregivers by Leung, Yvonne W., Maslej, Marta M., Ho, Clara, Razavi, Shima, Uy, Paul, Hosseini, Mehr-Afarin, Avery, Jonathan, Rodin, Gary, Peterkin, Allan

“…Purpose: Caregivers of patients with cancer cope with socioemotional challenges, which can adversely affect their well-being. We developed an intervention,…”
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A randomized controlled dismantling trial of post-workshop consultation strategies to increase effectiveness and fidelity to an evidence-based psychotherapy for Posttraumatic Stress Disorder by Wiltsey Stirman, Shannon, Shields, Norman, Deloriea, Josh, Landy, Meredith S H, Belus, Jennifer M, Maslej, Marta M, Monson, Candice M

“…Posttraumatic Stress Disorder (PTSD) is a serious mental health condition with substantial costs to individuals and society. Among military veterans, the…”
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The form and function of depressive rumination by Bartoskova, Magda, Sevcikova, Marcela, Durisko, Zachary, Maslej, Marta M., Barbic, Skye P., Preiss, Marek, Andrews, Paul W.

“…Rumination is a symptom of depression that refers to intense, distraction-resistant thinking. Although rumination is widely considered maladaptive, the…”
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Race and Racialization in Mental Health Research and Implications for Developing and Evaluating Machine Learning Models: A Rapid Review by Maslej, Marta M, Shen, Nelson, Kassam, Iman, Rodak, Terri, Sikstrom, Laura

“…Machine learning models are often trained on sociodemographic features to predict mental health outcomes. Biases in the collection of race-related data can…”
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