Development and validation of a deep learning model for detection of breast cancers in mammography from multi-institutional datasets

• Daiju Ueda ,

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

  * E-mail: ai.labo.ocu@gmail.com

  Affiliation Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University, Osaka, Japan

  https://orcid.org/0000-0002-3878-3616

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• Akira Yamamoto,

  Roles Formal analysis, Project administration, Writing – review & editing

  Affiliation Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University, Osaka, Japan

  ⨯
• Naoyoshi Onoda,

  Roles Data curation, Investigation

  Affiliation Department of Breast and Endocrine Surgery, Graduate School of Medicine, Osaka City University, Osaka, Japan

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• Tsutomu Takashima,

  Roles Investigation

  Affiliation Department of Breast and Endocrine Surgery, Graduate School of Medicine, Osaka City University, Osaka, Japan

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• Satoru Noda,

  Roles Investigation

  Affiliation Department of Breast and Endocrine Surgery, Graduate School of Medicine, Osaka City University, Osaka, Japan

  https://orcid.org/0000-0002-8150-5152

  ⨯
• Shinichiro Kashiwagi,

  Roles Investigation

  Affiliation Department of Breast and Endocrine Surgery, Graduate School of Medicine, Osaka City University, Osaka, Japan

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• Tamami Morisaki,

  Roles Investigation

  Affiliations Department of Breast and Endocrine Surgery, Graduate School of Medicine, Osaka City University, Osaka, Japan, Department of Premier Preventive Medicine, Graduate School of Medicine, Osaka City University, Osaka, Japan

  ⨯
• Shinya Fukumoto,

  Roles Investigation

  Affiliation Department of Premier Preventive Medicine, Graduate School of Medicine, Osaka City University, Osaka, Japan

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• Masatsugu Shiba,

  Roles Project administration

  Affiliation Department of Gastroenterology, Graduate School of Medicine, Osaka City University, Osaka, Japan

  ⨯
• Mina Morimura,

  Roles Investigation

  Affiliation Department of General Practice, Osaka City University Hospital, Osaka, Japan

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• Taro Shimono,

  Roles Investigation

  Affiliation Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University, Osaka, Japan

  https://orcid.org/0000-0001-5847-6587

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• Ken Kageyama,

  Roles Investigation

  Affiliation Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University, Osaka, Japan

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• Hiroyuki Tatekawa,

  Roles Investigation

  Affiliation Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University, Osaka, Japan

  https://orcid.org/0000-0002-8050-4895

  ⨯
• Kazuki Murai,

  Roles Investigation

  Affiliation Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University, Osaka, Japan

  https://orcid.org/0000-0003-2738-8781

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• Takashi Honjo,

  Roles Investigation

  Affiliation Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University, Osaka, Japan

  https://orcid.org/0000-0001-7961-1266

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• Akitoshi Shimazaki,

  Roles Investigation

  Affiliation Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University, Osaka, Japan

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• Daijiro Kabata,

  Roles Formal analysis, Validation

  Affiliation Department of Medical Statistics, Graduate School of Medicine, Osaka City University, Osaka, Japan

  ⨯
•  [ ... ],
• Yukio Miki

  Roles Project administration, Supervision, Validation

  Affiliation Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University, Osaka, Japan

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