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Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation.
Mill, Leonid; Wolff, David; Gerrits, Nele; Philipp, Patrick; Kling, Lasse; Vollnhals, Florian; Ignatenko, Andrew; Jaremenko, Christian; Huang, Yixing; De Castro, Olivier; Audinot, Jean-Nicolas; Nelissen, Inge; Wirtz, Tom; Maier, Andreas; Christiansen, Silke.
  • Mill L; Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, 91058, Erlangen, Germany.
  • Wolff D; Institute of Optics, Information and Photonics, Friedrich-Alexander-University Erlangen-Nuremberg, 91058, Erlangen, Germany.
  • Gerrits N; Institut für Nanotechnologie und korrelative Mikroskopie, 91301, Forchheim, Germany.
  • Philipp P; Health Unit, Flemish Institute for Technological Research, Mol, 2400, Belgium.
  • Kling L; Advanced Instrumentation for Ion Nano-Analytics, Materials Research and Technology Department, Luxembourg Institute of Science and Technology, Belvaux, L-4422, Luxembourg.
  • Vollnhals F; Institut für Nanotechnologie und korrelative Mikroskopie, 91301, Forchheim, Germany.
  • Ignatenko A; Institute of Optics, Information and Photonics, Friedrich-Alexander-University Erlangen-Nuremberg, 91058, Erlangen, Germany.
  • Jaremenko C; Institut für Nanotechnologie und korrelative Mikroskopie, 91301, Forchheim, Germany.
  • Huang Y; Advanced Instrumentation for Ion Nano-Analytics, Materials Research and Technology Department, Luxembourg Institute of Science and Technology, Belvaux, L-4422, Luxembourg.
  • De Castro O; Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, 91058, Erlangen, Germany.
  • Audinot JN; Institut für Nanotechnologie und korrelative Mikroskopie, 91301, Forchheim, Germany.
  • Nelissen I; Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, 91058, Erlangen, Germany.
  • Wirtz T; Institut für Nanotechnologie und korrelative Mikroskopie, 91301, Forchheim, Germany.
  • Maier A; Advanced Instrumentation for Ion Nano-Analytics, Materials Research and Technology Department, Luxembourg Institute of Science and Technology, Belvaux, L-4422, Luxembourg.
  • Christiansen S; Advanced Instrumentation for Ion Nano-Analytics, Materials Research and Technology Department, Luxembourg Institute of Science and Technology, Belvaux, L-4422, Luxembourg.
Small Methods ; 5(7): e2100223, 2021 07.
Article en En | MEDLINE | ID: mdl-34927995
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Nanopartículas / Aprendizaje Profundo Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Año: 2021 Tipo del documento: Article
Texto completo
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Nanopartículas / Aprendizaje Profundo Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Año: 2021 Tipo del documento: Article