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A multi-methods exploration of shared decision-making, lived experience, and opioid use disorder among emerging adults with anxiety and depression
DownloadFall 2021
Background Anxiety/depression are common in emerging adults and may lead to poor coping strategies such as substance use. Shared decision-making (SDM) occurs when clinicians and patients make health decisions together informed by the best available evidence inclusive of the patient’s...
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Computational psychiatry: machine learning for clinical decision support in the treatment of major depression
DownloadFall 2019
The goal of this thesis is to contribute to the fields of data-driven medicine and computational psychiatry by attempting to demonstrate the viability of machine learning for use in psychiatry, specifically in predicting treatment outcomes for major depression. This is attempted in four ways: ...