Deep learning for 3D cephalometric landmarking with heterogeneous multi-center CBCT dataset

• Jaakko Sahlsten,

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

  Affiliation Department of Computer Science, Aalto University School of Science, Espoo, Finland

  https://orcid.org/0000-0002-7364-6502

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• Jorma Järnstedt,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiology, Tampere University Hospital, Wellbeing Services County of Pirkanmaa, Tampere, Finland, Faculty of Medicine and Health Technology, University of Tampere, Tampere, Finland

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• Joel Jaskari,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science, Aalto University School of Science, Espoo, Finland

  https://orcid.org/0000-0002-6154-2378

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• Hanna Naukkarinen,

  Roles Conceptualization, Methodology, Project administration, Software, Validation, Writing – review & editing

  Affiliation Planmeca Oy, Helsinki, Finland

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• Phattaranant Mahasantipiya,

  Roles Data curation, Supervision, Writing – review & editing

  Affiliations Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Chiang Mai, Thailand, Division of Oral and Maxillofacial Radiology, Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Chiang Mai, Thailand

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• Arnon Charuakkra,

  Roles Data curation, Supervision, Writing – review & editing

  Affiliations Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Chiang Mai, Thailand, Division of Oral and Maxillofacial Radiology, Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Chiang Mai, Thailand

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• Krista Vasankari,

  Roles Resources, Writing – review & editing

  Affiliation Department of Oral Diseases, Tampere University Hospital, Tampere, Finland

  https://orcid.org/0009-0008-9836-6030

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• Ari Hietanen,

  Roles Software, Supervision, Writing – review & editing

  Affiliation Planmeca Oy, Helsinki, Finland

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• Osku Sundqvist,

  Roles Software, Writing – review & editing

  Affiliation Planmeca Oy, Helsinki, Finland

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• Antti Lehtinen,

  Roles Software, Writing – review & editing

  Affiliations Department of Radiology, Tampere University Hospital, Wellbeing Services County of Pirkanmaa, Tampere, Finland, Faculty of Medicine and Health Technology, University of Tampere, Tampere, Finland

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• Kimmo Kaski

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

  * E-mail: kimmo.kaski@aalto.fi

  Affiliations Department of Computer Science, Aalto University School of Science, Espoo, Finland, The Alan Turing Institute, British Library, London, United Kingdom

  https://orcid.org/0000-0002-3805-9687

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