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An explainable deep learning-based algorithm with an attention mechanism for predicting the live birth potential of mouse embryos.
Tokuoka, Yuta; Yamada, Takahiro G; Mashiko, Daisuke; Ikeda, Zenki; Kobayashi, Tetsuya J; Yamagata, Kazuo; Funahashi, Akira.
Afiliação
  • Tokuoka Y; Center for Biosciences and Informatics, Graduate School of Fundamental Science and Technology, Keio University, 3-14-1 Hiyoshi, Kouhoku-ku, Yokohama, 223-8522, Japan.
  • Yamada TG; Center for Biosciences and Informatics, Graduate School of Fundamental Science and Technology, Keio University, 3-14-1 Hiyoshi, Kouhoku-ku, Yokohama, 223-8522, Japan; Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Kouhoku-ku, Yokohama, 223-8522, Japan.
  • Mashiko D; Faculty of Biology-Oriented Science and Technology, Kindai University, 930 Nishimitani, Kinokawa, Wakayama, 649-6493, Japan.
  • Ikeda Z; Faculty of Biology-Oriented Science and Technology, Kindai University, 930 Nishimitani, Kinokawa, Wakayama, 649-6493, Japan.
  • Kobayashi TJ; Institute of Industrial Science, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo, 153-8505, Japan.
  • Yamagata K; Faculty of Biology-Oriented Science and Technology, Kindai University, 930 Nishimitani, Kinokawa, Wakayama, 649-6493, Japan.
  • Funahashi A; Center for Biosciences and Informatics, Graduate School of Fundamental Science and Technology, Keio University, 3-14-1 Hiyoshi, Kouhoku-ku, Yokohama, 223-8522, Japan; Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Kouhoku-ku, Yokohama, 223-8522, Japan. Electronic address
Artif Intell Med ; 134: 102432, 2022 12.
Article em En | MEDLINE | ID: mdl-36462898
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Nascido Vivo / Aprendizado Profundo Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Animals / Pregnancy Idioma: En Ano de publicação: 2022 Tipo de documento: Article
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Nascido Vivo / Aprendizado Profundo Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Animals / Pregnancy Idioma: En Ano de publicação: 2022 Tipo de documento: Article