Quantitative ultrasound, elastography, and machine learning for assessment of steatosis, inflammation, and fibrosis in chronic liver disease

• François Destrempes,

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

  Affiliation Laboratory of Biorheology and Medical Ultrasonics, University of Montreal Hospital Research Center (CRCHUM), Montréal, Québec, Canada

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• Marc Gesnik,

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

  Affiliation Laboratory of Biorheology and Medical Ultrasonics, University of Montreal Hospital Research Center (CRCHUM), Montréal, Québec, Canada

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• Boris Chayer,

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

  Affiliation Laboratory of Biorheology and Medical Ultrasonics, University of Montreal Hospital Research Center (CRCHUM), Montréal, Québec, Canada

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• Marie-Hélène Roy-Cardinal,

  Roles Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliation Laboratory of Biorheology and Medical Ultrasonics, University of Montreal Hospital Research Center (CRCHUM), Montréal, Québec, Canada

  https://orcid.org/0000-0001-9590-1167

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• Damien Olivié,

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

  Affiliations Department of Radiology, Radiation oncology and Nuclear Medicine, Université de Montréal, Montréal, Québec, Canada, Department of Radiology, Centre hospitalier de l’Université de Montréal (CHUM), Montréal, Québec, Canada

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• Jeanne-Marie Giard,

  Roles Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – review & editing

  Affiliation Department of Medicine, Division of Hepatology and Liver Transplantation, Université de Montréal, Montréal, Québec, Canada

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• Giada Sebastiani,

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

  Affiliation Department of Medicine, Division of Gastroenterology and Hepatology, McGill University Health Centre (MUHC), Montréal, Québec, Canada

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• Bich N. Nguyen,

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

  Affiliations Department of Pathology, Centre hospitalier de l’Université de Montréal (CHUM), Montréal, Québec, Canada, Department of Pathology and Cellular Biology, Université de Montréal, Montréal, Québec, Canada

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• Guy Cloutier ,

  Contributed equally to this work with: Guy Cloutier, An Tang

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

  * E-mail: guy.cloutier@umontreal.ca (GC); an.tang@umontreal.ca (AT)

  Affiliations Laboratory of Biorheology and Medical Ultrasonics, University of Montreal Hospital Research Center (CRCHUM), Montréal, Québec, Canada, Department of Radiology, Radiation oncology and Nuclear Medicine, Université de Montréal, Montréal, Québec, Canada, Institute of Biomedical Engineering, University of Montreal, Montréal, Québec, Canada

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• An Tang

  Contributed equally to this work with: Guy Cloutier, An Tang

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

  * E-mail: guy.cloutier@umontreal.ca (GC); an.tang@umontreal.ca (AT)

  Affiliations Department of Radiology, Radiation oncology and Nuclear Medicine, Université de Montréal, Montréal, Québec, Canada, Department of Radiology, Centre hospitalier de l’Université de Montréal (CHUM), Montréal, Québec, Canada, Laboratory of Medical Image Analysis, Centre de recherche du Centre hospitalier de l’Université de Montréal (CRCHUM), Montréal, Québec, Canada

  https://orcid.org/0000-0001-8967-5503

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