A self-supervised deep learning method for data-efficient training in genomics.

Gündüz, Hüseyin Anil; Binder, Martin; To, Xiao-Yin; Mreches, René; Bischl, Bernd; McHardy, Alice C; Münch, Philipp C; Rezaei, Mina

Gündüz, Hüseyin Anil; Binder, Martin; To, Xiao-Yin; Mreches, René; Bischl, Bernd; McHardy, Alice C; Münch, Philipp C; Rezaei, Mina.

Afiliación

Gündüz HA; Department of Statistics, LMU Munich, Munich, Germany.
Binder M; Munich Center for Machine Learning, Munich, Germany.
To XY; Department of Statistics, LMU Munich, Munich, Germany.
Mreches R; Munich Center for Machine Learning, Munich, Germany.
Bischl B; Department of Statistics, LMU Munich, Munich, Germany.
McHardy AC; Munich Center for Machine Learning, Munich, Germany.
Münch PC; Department for Computational Biology of Infection Research, Helmholtz Center for Infection Research, 38124, Braunschweig, Germany.
Rezaei M; Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany.

Commun Biol ; 6(1): 928, 2023 09 11.

Article en En | MEDLINE | ID: mdl-37696966

Asunto(s)

Aprendizaje Profundo; Genómica; Biología Computacional; Aprendizaje Automático

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Aprendizaje Profundo Tipo de estudio: Prognostic_studies Idioma: En Revista: Commun Biol Año: 2023 Tipo del documento: Article País de afiliación: Alemania Pais de publicación: Reino Unido

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