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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7804187/
https://www.ncbi.nlm.nih.gov/pubmed/33436544
http://dx.doi.org/10.1038/s41398-020-01181-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7804187/
https://www.ncbi.nlm.nih.gov/pubmed/33436544
http://dx.doi.org/10.1038/s41398-020-01181-x

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