Machine learning reveals microbiome differences by periodontitis severity

• Soo Hyun Seo ,

  Contributed equally to this work with: Soo Hyun Seo, Jae Won Lee

  Roles Formal analysis, Investigation, Validation, Writing – original draft

  Affiliations Department of Laboratory Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea, Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea, Department of Genomic Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea

  https://orcid.org/0000-0002-6899-4967

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• Jae Won Lee ,

  Contributed equally to this work with: Soo Hyun Seo, Jae Won Lee

  Roles Formal analysis, Validation, Visualization, Writing – original draft

  Affiliation Accugene Inc., Incheon, Republic of Korea

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• Sujin Oh,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea

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• Jin-Sil Hong,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Periodontology, Section of Dentistry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea

  https://orcid.org/0000-0003-0423-9011

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• Ban Seok Lee,

  Roles Formal analysis, Writing – review & editing

  Affiliation Accugene Inc., Incheon, Republic of Korea

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• Sun Jae Kwon,

  Roles Formal analysis, Writing – review & editing

  Affiliation Accugene Inc., Incheon, Republic of Korea

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• Keun-Suh Kim,

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

  Affiliation Department of Periodontology, Section of Dentistry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea

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• Jung Soo Park,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Periodontology, Korea University Anam Hospital, Seoul, Republic of Korea

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• Ju Sun Heo,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Pediatrics, Seoul National University Children’s Hospital, Seoul, Republic of Korea, Department of Pediatrics, Seoul National University College of Medicine, Seoul, Republic of Korea

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• Ki Hoon Ahn,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Obstetrics and Gynecology, Korea University College of Medicine, Seoul, Republic of Korea

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• Hyo‐Jung Lee ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Supervision, Writing – review & editing

  * E-mail: periolee@gmail.com (H-JL); m91w95pf@snu.ac.kr (KUP)

  Affiliations Department of Genomic Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea, Department of Periodontology, Section of Dentistry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea

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• Kyoung Un Park

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

  * E-mail: periolee@gmail.com (H-JL); m91w95pf@snu.ac.kr (KUP)

  Affiliations Department of Laboratory Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea, Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea

  https://orcid.org/0000-0002-2402-7633

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