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Addressing Inaccurate Nosology in Mental Health: A Multi Label Data Cleansing Approach for Detecting Label Noise from Structural Magnetic Resonance Imaging Data in Mood and Psychosis Disorders via Deep Learning

Mental health diagnostic approaches are seeking to identify biological markers to work alongside of advanced machine learning approaches. It is difficult to identify a biological marker of disease when the traditional diagnostic labels themselves are not necessarily valid. To begin to address this,...

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Dades bibliogràfiques
Publicat a:Biol Psychiatry Cogn Neurosci Neuroimaging
Autors principals: Rokham, Hooman, Pearlson, Godfrey, Abrol, Anees, Falakshahi, Haleh, Plis, Sergey, Calhoun, Vince D.
Format: Artigo
Idioma:Inglês
Publicat: 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7760893/
https://ncbi.nlm.nih.gov/pubmed/32771180
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.bpsc.2020.05.008
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