Deep learning image recognition enables efficient genome editing in zebrafish by automated injections

• Maria Lorena Cordero-Maldonado ,

  Contributed equally to this work with: Maria Lorena Cordero-Maldonado, Simon Perathoner, Kees-Jan van der Kolk

  Roles Conceptualization, Formal analysis, Investigation, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: marialorena.corderomaldonado@uni.lu (MLCM); jan@lifesciencemethods.com (JdS)

  Affiliation Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg

  http://orcid.org/0000-0001-5631-0022

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• Simon Perathoner ,

  Contributed equally to this work with: Maria Lorena Cordero-Maldonado, Simon Perathoner, Kees-Jan van der Kolk

  Roles Conceptualization, Formal analysis, Investigation, Validation, Visualization, Writing – original draft, Writing – review & editing

  Current address: Max Planck Institute for Heart and Lung Research, Bad Nauheim, Germany

  Affiliation Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg

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• Kees-Jan van der Kolk ,

  Contributed equally to this work with: Maria Lorena Cordero-Maldonado, Simon Perathoner, Kees-Jan van der Kolk

  Roles Conceptualization, Investigation, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Life Science Methods BV, Leiden, the Netherlands

  ⨯
• Ralf Boland,

  Roles Formal analysis, Investigation, Writing – original draft, Writing – review & editing

  Affiliation Institute of Biology, Leiden University, Leiden, the Netherlands

  http://orcid.org/0000-0002-1463-5977

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• Ursula Heins-Marroquin,

  Roles Investigation, Writing – original draft, Writing – review & editing

  Affiliation Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg

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• Herman P. Spaink,

  Roles Writing – review & editing

  Affiliation Institute of Biology, Leiden University, Leiden, the Netherlands

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• Annemarie H. Meijer,

  Roles Writing – review & editing

  Affiliation Institute of Biology, Leiden University, Leiden, the Netherlands

  ⨯
• Alexander D. Crawford,

  Roles Writing – review & editing

  Current address: Faculty of Veterinary Medicine, Norwegian University of Life Sciences, Oslo, Norway

  Affiliation Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg

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• Jan de Sonneville

  Roles Conceptualization, Formal analysis, Investigation, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: marialorena.corderomaldonado@uni.lu (MLCM); jan@lifesciencemethods.com (JdS)

  Affiliation Life Science Methods BV, Leiden, the Netherlands

  http://orcid.org/0000-0002-6399-7042

  ⨯