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Automated acquisition of explainable knowledge from unannotated histopathology images.
Yamamoto, Yoichiro; Tsuzuki, Toyonori; Akatsuka, Jun; Ueki, Masao; Morikawa, Hiromu; Numata, Yasushi; Takahara, Taishi; Tsuyuki, Takuji; Tsutsumi, Kotaro; Nakazawa, Ryuto; Shimizu, Akira; Maeda, Ichiro; Tsuchiya, Shinichi; Kanno, Hiroyuki; Kondo, Yukihiro; Fukumoto, Manabu; Tamiya, Gen; Ueda, Naonori; Kimura, Go.
Afiliação
  • Yamamoto Y; Pathology Informatics Team, RIKEN Center for Advanced Intelligence Project, Nihonbashi 1-chome Mitsui Bldg. 15F, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan. yoichiro.yamamoto@riken.jp.
  • Tsuzuki T; Department of Pathology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, Nagano, 390-8621, Japan. yoichiro.yamamoto@riken.jp.
  • Akatsuka J; Department of Surgical Pathology, Aichi Medical University Hospital, 1-1 Yazakokarimata, Nagakute, Aichi, 480-1195, Japan.
  • Ueki M; Pathology Informatics Team, RIKEN Center for Advanced Intelligence Project, Nihonbashi 1-chome Mitsui Bldg. 15F, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan.
  • Morikawa H; Department of Urology, Nippon Medical School Hospital, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-8603, Japan.
  • Numata Y; Statistical Genetics Team, RIKEN Center for Advanced Intelligence Project, Nihonbashi 1-chome Mitsui Bldg. 15F, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan.
  • Takahara T; Pathology Informatics Team, RIKEN Center for Advanced Intelligence Project, Nihonbashi 1-chome Mitsui Bldg. 15F, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan.
  • Tsuyuki T; Pathology Informatics Team, RIKEN Center for Advanced Intelligence Project, Nihonbashi 1-chome Mitsui Bldg. 15F, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan.
  • Tsutsumi K; Department of Surgical Pathology, Aichi Medical University Hospital, 1-1 Yazakokarimata, Nagakute, Aichi, 480-1195, Japan.
  • Nakazawa R; Department of Surgical Pathology, Aichi Medical University Hospital, 1-1 Yazakokarimata, Nagakute, Aichi, 480-1195, Japan.
  • Shimizu A; Pathology Informatics Team, RIKEN Center for Advanced Intelligence Project, Nihonbashi 1-chome Mitsui Bldg. 15F, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan.
  • Maeda I; Department of Urology, St. Marianna University School of Medicine, 2-16-1 Sugao, Miyamae-ku, Kawasaki, Kanagawa, 216-8511, Japan.
  • Tsuchiya S; Department of Analytic Human Pathology, Nippon Medical School, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-8603, Japan.
  • Kanno H; Pathology Informatics Team, RIKEN Center for Advanced Intelligence Project, Nihonbashi 1-chome Mitsui Bldg. 15F, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan.
  • Kondo Y; Department of Pathology, St. Marianna University School of Medicine, 2-16-1 Sugao, Miyamae-ku, Kawasaki, Kanagawa, 216-8511, Japan.
  • Fukumoto M; Diagnostic Pathology, Ritsuzankai Iida Hospital, 1-15 Odori, Iida, Nagano, 395-8505, Japan.
  • Tamiya G; Department of Pathology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, Nagano, 390-8621, Japan.
  • Ueda N; Department of Urology, Nippon Medical School Hospital, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-8603, Japan.
  • Kimura G; Pathology Informatics Team, RIKEN Center for Advanced Intelligence Project, Nihonbashi 1-chome Mitsui Bldg. 15F, 1-4-1 Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan.
Nat Commun ; 10(1): 5642, 2019 12 18.
Article em En | MEDLINE | ID: mdl-31852890
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Patologia / Processamento de Imagem Assistida por Computador / Conhecimento Idioma: En Ano de publicação: 2019 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Patologia / Processamento de Imagem Assistida por Computador / Conhecimento Idioma: En Ano de publicação: 2019 Tipo de documento: Article