Evaluation of deep convolutional neural networks for in situ hybridization gene expression image representation

• Pegah Abed-Esfahani,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Resources, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health (CAMH), Toronto, Canada

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• Benjamin C. Darwin,

  Roles Conceptualization, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada

  https://orcid.org/0000-0001-8689-046X

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• Derek Howard,

  Roles Data curation, Formal analysis, Methodology, Software, Visualization, Writing – review & editing

  Affiliation Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health (CAMH), Toronto, Canada

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• Nick Wang,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada

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• Ethan Kim,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliations Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health (CAMH), Toronto, Canada, Institute for Medical Science, University of Toronto, Toronto, Canada

  https://orcid.org/0000-0002-5925-4609

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• Jason Lerch,

  Roles Conceptualization, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Mouse Imaging Centre, Hospital for Sick Children, Toronto, Canada, Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, United Kingdom

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• Leon French

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: leonfrench@gmail.com

  Affiliations Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health (CAMH), Toronto, Canada, Institute for Medical Science, University of Toronto, Toronto, Canada, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada, Department of Psychiatry, University of Toronto, Toronto, Canada

  https://orcid.org/0000-0002-9409-4583

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