ML-ROM wall shear stress prediction in patient-specific vascular pathologies under a limited clinical training data regime

• Chotirawee Chatpattanasiri,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliations Department of Mechanical Engineering, University College London, London, United Kingdom, Hawkes Institute, Department of Medical Physics and Biomedical Engineering, University College London, United Kingdom

  https://orcid.org/0000-0003-1721-3806

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• Federica Ninno,

  Roles Data curation, Formal analysis, Investigation, Software, Validation

  Affiliations Hawkes Institute, Department of Medical Physics and Biomedical Engineering, University College London, United Kingdom, Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom

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• Catriona Stokes,

  Roles Data curation, Formal analysis, Investigation, Software, Validation

  Affiliations Department of Mechanical Engineering, University College London, London, United Kingdom, Hawkes Institute, Department of Medical Physics and Biomedical Engineering, University College London, United Kingdom

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• Alan Dardik,

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

  Affiliations Vascular Biology and Therapeutics, Yale University School of Medicine, New Haven, Connecticut, United States of America, Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Yale University School of Medicine, New Haven, Connecticut, United States of America, Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America

  https://orcid.org/0000-0001-5022-7367

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• David Strosberg,

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

  Affiliations Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Yale University School of Medicine, New Haven, Connecticut, United States of America, Department of Surgery, VA Connecticut Healthcare Systems, West Haven, Connecticut, United States of America

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• Edouard Aboian,

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

  Affiliations Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Yale University School of Medicine, New Haven, Connecticut, United States of America, Department of Surgery, VA Connecticut Healthcare Systems, West Haven, Connecticut, United States of America

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• Hendrik von Tengg-Kobligk,

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

  Affiliation University Institute of Diagnostic, Interventional and Pediatric Radiology, Inselspital, University Hospital, University of Bern, Bern, Switzerland

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• Vanessa Díaz-Zuccarini,

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

  Affiliations Department of Mechanical Engineering, University College London, London, United Kingdom, Hawkes Institute, Department of Medical Physics and Biomedical Engineering, University College London, United Kingdom

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• Stavroula Balabani

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

  * E-mail: s.balabani@ucl.ac.uk

  Affiliations Department of Mechanical Engineering, University College London, London, United Kingdom, Hawkes Institute, Department of Medical Physics and Biomedical Engineering, University College London, United Kingdom

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