Regularized machine learning in the genetic prediction of complex traits.
Department of Information Technology, University of Turku, Turku, Finland; Turku Centre for Computer Science (TUCS), University of Turku and Åbo Akademi University, Turku, Finland.
Sebastian
S
Okser
Department of Information Technology, University of Turku, Turku, Finland; Turku Centre for Computer Science (TUCS), University of Turku and Åbo Akademi University, Turku, Finland.
Tapio
T
Pahikkala
Department of Information Technology, University of Turku, Turku, Finland; Turku Centre for Computer Science (TUCS), University of Turku and Åbo Akademi University, Turku, Finland.
Antti
A
Airola
Department of Information Technology, University of Turku, Turku, Finland; Turku Centre for Computer Science (TUCS), University of Turku and Åbo Akademi University, Turku, Finland.
Tapio
T
Salakoski
Hjelt Institute, University of Helsinki, Helsinki, Finland; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland; Wellcome Trust Sanger Institute, Hinxton, United Kingdom.
Samuli
S
Ripatti
Turku Centre for Computer Science (TUCS), University of Turku and Åbo Akademi University, Turku, Finland; Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
Tero
T
Aittokallio
D001185:Artificial Intelligence; D056726:Genetic Association Studies; D055106:Genome-Wide Association Study; D006801:Humans; D015233:Models, Statistical