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Automated neuron tracking inside moving and deforming C. elegans using deep learning and targeted augmentation.
Park, Core Francisco; Barzegar-Keshteli, Mahsa; Korchagina, Kseniia; Delrocq, Ariane; Susoy, Vladislav; Jones, Corinne L; Samuel, Aravinthan D T; Rahi, Sahand Jamal.
Afiliación
  • Park CF; Department of Physics and Center for Brain Science, Harvard University, Cambridge, MA, USA.
  • Barzegar-Keshteli M; Laboratory of the Physics of Biological Systems, Institute of Physics, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
  • Korchagina K; Laboratory of the Physics of Biological Systems, Institute of Physics, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
  • Delrocq A; Laboratory of the Physics of Biological Systems, Institute of Physics, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
  • Susoy V; Department of Physics and Center for Brain Science, Harvard University, Cambridge, MA, USA.
  • Jones CL; Swiss Data Science Center, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
  • Samuel ADT; Department of Physics and Center for Brain Science, Harvard University, Cambridge, MA, USA.
  • Rahi SJ; Laboratory of the Physics of Biological Systems, Institute of Physics, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland. sahand.rahi@epfl.ch.
Nat Methods ; 21(1): 142-149, 2024 Jan.
Article en En | MEDLINE | ID: mdl-38052988
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Aprendizaje Profundo Idioma: En Revista: Nat Methods Asunto de la revista: TECNICAS E PROCEDIMENTOS DE LABORATORIO Año: 2024 Tipo del documento: Article
Texto completo
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XML
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Aprendizaje Profundo Idioma: En Revista: Nat Methods Asunto de la revista: TECNICAS E PROCEDIMENTOS DE LABORATORIO Año: 2024 Tipo del documento: Article