Development of a neural network model to predict the presence of fentanyl in community drug samples

• Lianping Ti ,

  Contributed equally to this work with: Lianping Ti, Cameron J. Grant, Samuel Tobias, Dennis K. Hore, Richard Laing, Brandon D. L. Marshall

  Roles Conceptualization, Formal analysis, Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: bccsu-lt@bccsu.ubc.ca

  Affiliations British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada

  https://orcid.org/0000-0003-2470-438X

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• Cameron J. Grant ,

  Contributed equally to this work with: Lianping Ti, Cameron J. Grant, Samuel Tobias, Dennis K. Hore, Richard Laing, Brandon D. L. Marshall

  Roles Data curation, Formal analysis, Writing – review & editing

  Affiliation British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada

  https://orcid.org/0000-0003-3281-073X

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• Samuel Tobias ,

  Contributed equally to this work with: Lianping Ti, Cameron J. Grant, Samuel Tobias, Dennis K. Hore, Richard Laing, Brandon D. L. Marshall

  Roles Data curation, Project administration, Writing – review & editing

  Affiliations British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada, School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada

  https://orcid.org/0000-0001-6051-8950

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• Dennis K. Hore ,

  Contributed equally to this work with: Lianping Ti, Cameron J. Grant, Samuel Tobias, Dennis K. Hore, Richard Laing, Brandon D. L. Marshall

  Roles Writing – review & editing

  Affiliations Department of Chemistry, University of Victoria, Victoria, British Columbia, Canada, Department of Computer Science, University of Victoria, Victoria, British Columbia, Canada

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• Richard Laing ,

  Contributed equally to this work with: Lianping Ti, Cameron J. Grant, Samuel Tobias, Dennis K. Hore, Richard Laing, Brandon D. L. Marshall

  Roles Resources, Writing – review & editing

  Affiliation Strategic Research and Science Development, Health Canada Drug Analysis Service, Burnaby, British Columbia, Canada

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• Brandon D. L. Marshall

  Contributed equally to this work with: Lianping Ti, Cameron J. Grant, Samuel Tobias, Dennis K. Hore, Richard Laing, Brandon D. L. Marshall

  Roles Conceptualization, Writing – original draft

  Affiliation Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, United States of America

  https://orcid.org/0000-0002-0134-7052

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