You Only Look Once (YOLO) based machine learning algorithm for real-time detection of loop-mediated isothermal amplification (LAMP) diagnostics

• Biniyam Mezgebo,

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

  Affiliation Department of Biomedical Sciences, Ross University School of Veterinary Medicine, Basseterre, Saint Kitts and Nevis

  https://orcid.org/0009-0000-6623-1109

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• Ryan Chaffee,

  Roles Data curation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Biomedical Sciences, Ross University School of Veterinary Medicine, Basseterre, Saint Kitts and Nevis

  https://orcid.org/0009-0000-0943-2414

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• L. Ricardo Castellanos,

  Roles Data curation, Methodology, Validation, Writing – review & editing

  Affiliation Department of Biomedical Sciences, Ross University School of Veterinary Medicine, Basseterre, Saint Kitts and Nevis

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• S. Ashraf,

  Roles Data curation, Methodology

  Affiliation Department of Biomedical Sciences, Ross University School of Veterinary Medicine, Basseterre, Saint Kitts and Nevis

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• J. Burke-Gaffney,

  Roles Data curation, Methodology

  Affiliation Department of Biomedical Sciences, Ross University School of Veterinary Medicine, Basseterre, Saint Kitts and Nevis

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• Johann D. D. Pitout,

  Roles Data curation, Investigation, Supervision

  Affiliations Department of Biomedical Sciences, Ross University School of Veterinary Medicine, Basseterre, Saint Kitts and Nevis, Alberta Precision Laboratories, Calgary, Alberta, Canada

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• Bogdan I. Iorga,

  Roles Investigation, Resources, Supervision

  Affiliation Université Paris-Saclay, CNRS UPR 2301, Institut de Chimie des Substances Naturelles, Gif-sur-Yvette, France

  https://orcid.org/0000-0003-0392-1350

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• M. Ethan MacDonald,

  Roles Investigation, Methodology, Resources, Supervision, Writing – review & editing

  Affiliations Department of Biomedical Engineering, University of Calgary, Calgary, Alberta, Canada, Department of Electrical and Software Engineering, University of Calgary, Calgary, Alberta, Canada, Department of Radiology, University of Calgary, Calgary, Alberta, Canada, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada, Alberta Children’s Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada

  https://orcid.org/0000-0001-5421-3536

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• Dylan R. Pillai

  Roles Conceptualization, Formal analysis, Investigation, Resources, Supervision, Writing – review & editing

  * E-mail: drpillai@ucalgary.ca

  Affiliations Department of Biomedical Sciences, Ross University School of Veterinary Medicine, Basseterre, Saint Kitts and Nevis, Alberta Precision Laboratories, Calgary, Alberta, Canada

  https://orcid.org/0000-0001-9518-5551

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