Benchmarking machine learning for bowel sound pattern classification – From tabular features to pretrained models

• Zahra Mansour,

  Roles Data curation, Software, Writing – original draft

  Affiliations Division AI4Health, Department for Health Services Research, Faculty of Medicine and Health Sciences, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany, Fraunhofer IDMT, Institute Part HSA, Oldenburg, Germany

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• Verena Nicole Uslar,

  Roles Resources, Writing – review & editing

  Affiliation University Clinic for Visceral Surgery, Faculty of Medicine and Health Sciences, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany

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• Dirk Weyhe,

  Roles Resources, Writing – review & editing

  Affiliation University Clinic for Visceral Surgery, Faculty of Medicine and Health Sciences, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany

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• Danilo Hollosi,

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

  Affiliation Fraunhofer IDMT, Institute Part HSA, Oldenburg, Germany

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• Nils Strodthoff

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

  * E-mail: nils.strodthoff@uni-oldenburg.de

  Affiliation Division AI4Health, Department for Health Services Research, Faculty of Medicine and Health Sciences, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany

  https://orcid.org/0000-0003-4447-0162

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