Second harmonic generation microscopy provides accurate automated staging of liver fibrosis in patients with non-alcoholic fatty liver disease

• Pik Eu Chang ,

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

  * E-mail: jason.chang@singhealth.com.sg

  Affiliations Department of Gastroenterology & Hepatology, Singapore General Hospital, Singapore, Duke-NUS Medical School, Singapore

  http://orcid.org/0000-0002-2702-8412

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• George Boon Bee Goh,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliations Department of Gastroenterology & Hepatology, Singapore General Hospital, Singapore, Duke-NUS Medical School, Singapore

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• Wei Qiang Leow,

  Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – review & editing

  Affiliations Duke-NUS Medical School, Singapore, Department of Anatomical Pathology, Singapore General Hospital, Singapore

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• Liang Shen,

  Roles Formal analysis, Methodology, Validation

  Affiliation Biostatistics Unit, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

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• Kiat Hon Lim,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Resources, Validation, Writing – review & editing

  Affiliations Duke-NUS Medical School, Singapore, Department of Anatomical Pathology, Singapore General Hospital, Singapore

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• Chee Kiat Tan

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Department of Gastroenterology & Hepatology, Singapore General Hospital, Singapore, Duke-NUS Medical School, Singapore

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