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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...
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 |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
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 |
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