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Open Access
Peer-reviewed
Meta-Research Article
Meta-Research Article Meta-Research Articles feature data-driven examinations of the methods, reporting, verification, and evaluation of scientific research.
Harmonization of resting-state functional MRI data across multiple imaging sites via the separation of site differences into sampling bias and measurement bias
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Ayumu Yamashita ,
Roles Conceptualization, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing
* E-mail: imamizu@gmail.com (HI); oyamashi@atr.jp (OY); or ayumu722@gmail.com (AY)
Affiliation Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan
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Noriaki Yahata,
Roles Conceptualization, Data curation, Writing – review & editing
Affiliations Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan, Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan, Department of Molecular Imaging and Theranostics, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
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Takashi Itahashi,
Roles Data curation, Writing – review & editing
Affiliation Medical Institute of Developmental Disabilities Research, Showa University, Tokyo, Japan
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Giuseppe Lisi,
Roles Methodology, Writing – review & editing
Affiliation Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan
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Takashi Yamada,
Roles Data curation, Writing – review & editing
Affiliations Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan, Medical Institute of Developmental Disabilities Research, Showa University, Tokyo, Japan
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Naho Ichikawa,
Roles Data curation, Writing – review & editing
Affiliation Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan
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Masahiro Takamura,
Roles Data curation, Writing – review & editing
Affiliation Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan
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Yujiro Yoshihara,
Roles Data curation, Writing – review & editing
Affiliation Department of Psychiatry, Kyoto University Graduate School of Medicine, Kyoto, Japan
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Akira Kunimatsu,
Roles Data curation, Writing – review & editing
Affiliations Department of Radiology, IMSUT Hospital, Institute of Medical Science, The University of Tokyo, Tokyo, Japan, Department of Radiology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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Naohiro Okada,
Roles Data curation, Writing – review & editing
Affiliations Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan, The International Research Center for Neurointelligence (WPI-IRCN) at the University of Tokyo Institutes for Advanced Study (UTIAS), Tokyo, Japan
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Hirotaka Yamagata,
Roles Data curation, Writing – review & editing
Affiliation Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
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Koji Matsuo,
Roles Data curation, Writing – review & editing
Affiliations Division of Neuropsychiatry, Department of Neuroscience, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan, Department of Psychiatry, Faculty of Medicine, Saitama Medical University, Saitama, Japan
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Ryuichiro Hashimoto,
Roles Data curation, Writing – review & editing
Affiliations Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan, Medical Institute of Developmental Disabilities Research, Showa University, Tokyo, Japan, Department of Language Sciences, Tokyo Metropolitan University, Tokyo, Japan
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Go Okada,
Roles Data curation, Writing – review & editing
Affiliation Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan
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Yuki Sakai,
Roles Data curation, Writing – review & editing
Affiliations Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan, Department of Psychiatry, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
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Jun Morimoto,
Roles Methodology, Writing – review & editing
Affiliation Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan
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Jin Narumoto,
Roles Data curation, Writing – review & editing
Affiliations Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan, Department of Psychiatry, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
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Yasuhiro Shimada,
Roles Methodology, Writing – review & editing
Affiliation Brain Activity Imaging Center, ATR-Promotions Inc., Kyoto, Japan
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Kiyoto Kasai,
Roles Data curation, Writing – review & editing
Affiliations Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan, Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan, The International Research Center for Neurointelligence (WPI-IRCN) at the University of Tokyo Institutes for Advanced Study (UTIAS), Tokyo, Japan
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Nobumasa Kato,
Roles Data curation, Writing – review & editing
Affiliations Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan, Medical Institute of Developmental Disabilities Research, Showa University, Tokyo, Japan
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Hidehiko Takahashi,
Roles Data curation, Writing – review & editing
Affiliation Department of Psychiatry, Kyoto University Graduate School of Medicine, Kyoto, Japan
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Yasumasa Okamoto,
Roles Data curation
Affiliation Department of Psychiatry and Neurosciences, Hiroshima University, Hiroshima, Japan
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Saori C. Tanaka,
Roles Data curation, Writing – review & editing
Affiliation Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan
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Mitsuo Kawato,
Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – review & editing
Affiliations Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan, Center for Advanced Intelligence Project, RIKEN, Tokyo, Japan
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Okito Yamashita ,
Roles Methodology, Supervision, Writing – review & editing
* E-mail: imamizu@gmail.com (HI); oyamashi@atr.jp (OY); or ayumu722@gmail.com (AY)
Affiliations Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan, Center for Advanced Intelligence Project, RIKEN, Tokyo, Japan
⨯ - [ ... ],
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Hiroshi Imamizu
Roles Conceptualization, Supervision, Writing – review & editing
* E-mail: imamizu@gmail.com (HI); oyamashi@atr.jp (OY); or ayumu722@gmail.com (AY)
Affiliations Brain Information Communication Research Laboratory Group, Advanced Telecommunications Research Institutes International, Kyoto, Japan, Department of Psychology, Graduate School of Humanities and Sociology, The University of Tokyo, Tokyo, Japan
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Harmonization of resting-state functional MRI data across multiple imaging sites via the separation of site differences into sampling bias and measurement bias
- Ayumu Yamashita,
- Noriaki Yahata,
- Takashi Itahashi,
- Giuseppe Lisi,
- Takashi Yamada,
- Naho Ichikawa,
- Masahiro Takamura,
- Yujiro Yoshihara,
- Akira Kunimatsu,
- Naohiro Okada

- Published: April 18, 2019
- https://doi.org/10.1371/journal.pbio.3000042
- See the preprint