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Prediction of IDH and TERT promoter mutations in low-grade glioma from magnetic resonance images using a convolutional neural network.
Fukuma, Ryohei; Yanagisawa, Takufumi; Kinoshita, Manabu; Shinozaki, Takashi; Arita, Hideyuki; Kawaguchi, Atsushi; Takahashi, Masamichi; Narita, Yoshitaka; Terakawa, Yuzo; Tsuyuguchi, Naohiro; Okita, Yoshiko; Nonaka, Masahiro; Moriuchi, Shusuke; Takagaki, Masatoshi; Fujimoto, Yasunori; Fukai, Junya; Izumoto, Shuichi; Ishibashi, Kenichi; Nakajima, Yoshikazu; Shofuda, Tomoko; Kanematsu, Daisuke; Yoshioka, Ema; Kodama, Yoshinori; Mano, Masayuki; Mori, Kanji; Ichimura, Koichi; Kanemura, Yonehiro; Kishima, Haruhiko.
Afiliación
  • Fukuma R; Department of Neurosurgery, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan.
  • Yanagisawa T; Department of Neuroinformatics, ATR Computational Neuroscience Laboratories, 2-2-2 Hikaridai, Seika-cho, Kyoto, 619-0288, Japan.
  • Kinoshita M; Department of Neurosurgery, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan. tyanagisawa@nsurg.med.osaka-u.ac.jp.
  • Shinozaki T; Department of Neuroinformatics, ATR Computational Neuroscience Laboratories, 2-2-2 Hikaridai, Seika-cho, Kyoto, 619-0288, Japan. tyanagisawa@nsurg.med.osaka-u.ac.jp.
  • Arita H; Institute for Advanced Co-creation studies, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan. tyanagisawa@nsurg.med.osaka-u.ac.jp.
  • Kawaguchi A; Department of Neurosurgery, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan. mail@manabukinoshita.com.
  • Takahashi M; Center for Information and Neural Networks, National Institute of Information and Communications Technology, 1-4 Yamadaoka, Suita, Osaka, 565-0871, Japan.
  • Narita Y; Graduate School of Information Science and Technology, Osaka University, 1-5 Yamadaoka, Suita, Osaka, 565-0871, Japan.
  • Terakawa Y; Department of Neurosurgery, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan.
  • Tsuyuguchi N; Kansai Molecular Diagnosis Network for CNS Tumors, Osaka, 540-0006, Japan.
  • Okita Y; Division of Brain Tumor Translational Research, National Cancer Center Research Institute, Tokyo, 104-0045, Japan.
  • Nonaka M; Education and Research Center for Community Medicine, Faculty of Medicine, Saga University, Saga, 849-8501, Japan.
  • Moriuchi S; Department of Neurosurgery and Neuro-Oncology, National Cancer Center Hospital, Tokyo, 104-0045, Japan.
  • Takagaki M; Department of Neurosurgery and Neuro-Oncology, National Cancer Center Hospital, Tokyo, 104-0045, Japan.
  • Fujimoto Y; Kansai Molecular Diagnosis Network for CNS Tumors, Osaka, 540-0006, Japan.
  • Fukai J; Department of Neurosurgery, Osaka City General Hospital, Osaka, 534-0021, Japan.
  • Izumoto S; Kansai Molecular Diagnosis Network for CNS Tumors, Osaka, 540-0006, Japan.
  • Ishibashi K; Department of Neurosurgery, Osaka City General Hospital, Osaka, 534-0021, Japan.
  • Nakajima Y; Department of Neurosurgery, Kindai University Faculty of Medicine, Sayama, 589-8511, Japan.
  • Shofuda T; Department of Neurosurgery, Osaka International Cancer Institute, Osaka Prefectural Hospital Organization, Osaka, 541-8567, Japan.
  • Kanematsu D; Kansai Molecular Diagnosis Network for CNS Tumors, Osaka, 540-0006, Japan.
  • Yoshioka E; Department of Neurosurgery, National Hospital Organization Osaka National Hospital, Osaka, 540-0006, Japan.
  • Kodama Y; Department of Neurosurgery, Kansai Medical University, Hirakata, 573-1191, Japan.
  • Mano M; Kansai Molecular Diagnosis Network for CNS Tumors, Osaka, 540-0006, Japan.
  • Mori K; Department of Neurosurgery, National Hospital Organization Osaka National Hospital, Osaka, 540-0006, Japan.
  • Ichimura K; Department of Neurosurgery, Rinku General Medical Center, Izumisano, 598-8577, Japan.
  • Kanemura Y; Department of Neurosurgery, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan.
  • Kishima H; Kansai Molecular Diagnosis Network for CNS Tumors, Osaka, 540-0006, Japan.
Sci Rep ; 9(1): 20311, 2019 12 30.
Article en En | MEDLINE | ID: mdl-31889117
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Imagen por Resonancia Magnética / Regiones Promotoras Genéticas / Redes Neurales de la Computación / Telomerasa / Glioma / Isocitrato Deshidrogenasa / Mutación Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Female / Humans / Male Idioma: En Revista: Sci Rep Año: 2019 Tipo del documento: Article País de afiliación: Japón Pais de publicación: Reino Unido
Texto completo
Añadir a Mi BVS
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PubMed Links
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Imagen por Resonancia Magnética / Regiones Promotoras Genéticas / Redes Neurales de la Computación / Telomerasa / Glioma / Isocitrato Deshidrogenasa / Mutación Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Female / Humans / Male Idioma: En Revista: Sci Rep Año: 2019 Tipo del documento: Article País de afiliación: Japón Pais de publicación: Reino Unido