Blar i HV - Institutt for sykepleie og helsefremmende arbeid på emneord "Machine learning"

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    • Brain connectome mapping of complex human traits and their polygenic architecture using machine learning 

      Maglanoc, Luigi Angelo; Kaufmann, Tobias; van der Meer, Dennis; Marquand, André F.; Wolfers, Thomas; Jonassen, Rune; Hilland, Eva; Andreassen, Ole Andreas; Landrø, Nils Inge; Westlye, Lars Tjelta (Biological Psychiatry;Available online 29 October 2019, Journal article; Peer reviewed, 2019-10-18)
      Background: Mental disorders and individual characteristics such as intelligence and personality are complex traits sharing a largely unknown neuronal basis. Their genetic architectures are highly polygenic and overlapping, ...

    • Multimodal fusion of structural and functional brain imaging in depression using linked independent component analysis 

      Maglanoc, Luigi Angelo; Kaufmann, Tobias; Jonassen, Rune; Hilland, Eva; Beck, Dani; Landrø, Nils Inge; Westlye, Lars Tjelta (Human Brain Mapping;Volume 41, Issue 1, January 2020, Journal article; Peer reviewed, 2019-09-09)
      Previous structural and functional neuroimaging studies have implicated distributed brain regions and networks in depression. However, there are no robust imaging biomarkers that are specific to depression, which may be ...