Using machine learning for the personalised prediction of revision endoscopic sinus surgery

• Mikko Nuutinen,

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

  Affiliations Haartman Institute, University of Helsinki, Helsinki, Finland, Nordic Healthcare Group, Helsinki, Finland

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• Jari Haukka,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Department of Public Health, University of Helsinki, Helsinki, Finland

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• Paula Virkkula,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Otorhinolaryngology-Head and Neck Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland

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• Paulus Torkki,

  Roles Conceptualization, Methodology, Supervision, Writing – review & editing

  Affiliation Department of Public Health, University of Helsinki, Helsinki, Finland

  https://orcid.org/0000-0002-1127-4205

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• Sanna Toppila-Salmi

  Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – original draft

  * E-mail: sanna.salmi@helsinki.fi

  Affiliations Haartman Institute, University of Helsinki, Helsinki, Finland, Skin and Allergy Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland

  https://orcid.org/0000-0003-0890-6686

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