A machine learning algorithm to differentiate bipolar disorder from major depressive disorder using an online mental health questionnaire and blood biomarker data

The vast personal and economic burden of mood disorders is largely caused by their under- and misdiagnosis, which is associated with ineffective treatment and worsening of outcomes. Here, we aimed to develop a diagnostic algorithm, based on an online questionnaire and blood biomarker data, to reduce...

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Publicado no:Transl Psychiatry
Main Authors: Tomasik, Jakub, Han, Sung Yeon Sarah, Barton-Owen, Giles, Mirea, Dan-Mircea, Martin-Key, Nayra A., Rustogi, Nitin, Lago, Santiago G., Olmert, Tony, Cooper, Jason D., Ozcan, Sureyya, Eljasz, Pawel, Thomas, Grégoire, Tuytten, Robin, Metcalfe, Tim, Schei, Thea S., Farrag, Lynn P., Friend, Lauren V., Bell, Emily, Cowell, Dan, Bahn, Sabine
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7804187/
https://ncbi.nlm.nih.gov/pubmed/33436544
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41398-020-01181-x
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