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Ensemble Deep Learning Model for Multicenter Classification of Thyroid Nodules on Ultrasound Images.
Wei, Xi; Gao, Ming; Yu, Ruiguo; Liu, Zhiqiang; Gu, Qing; Liu, Xun; Zheng, Zhiming; Zheng, Xiangqian; Zhu, Jialin; Zhang, Sheng.
Affiliation
  • Wei X; Department of Diagnostic and Therapeutic Ultrasonography, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China (mainland).
  • Gao M; Department of Thyroid and Neck Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China (mainland).
  • Yu R; College of Intelligence and Computing, Tianjin University, Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin Key Laboratory of Advanced Networking, Tianjin, China (mainland).
  • Liu Z; College of Intelligence and Computing, Tianjin University, Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin Key Laboratory of Advanced Networking, Tianjin, China (mainland).
  • Gu Q; Department of Ultrasonography, Cangzhou Hospital of Integrated Traditional Chinese and Western Medicine of Hebei Province, Cangzhou, Hebei, China (mainland).
  • Liu X; Department of Ultrasonography, The Fifth Central Hospital of Tianjin, Tianjin, China (mainland).
  • Zheng Z; Department of Ultrasonography, Integrated Traditional Chinese and Western Medicine Hospital, Jilin City, Jilin, China (mainland).
  • Zheng X; Department of Thyroid and Neck Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China (mainland).
  • Zhu J; Department of Diagnostic and Therapeutic Ultrasonography, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China (mainland).
  • Zhang S; Department of Diagnostic and Therapeutic Ultrasonography, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China (mainland).
Med Sci Monit ; 26: e926096, 2020 Jun 18.
Article in En | MEDLINE | ID: mdl-32555130
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Thyroid Neoplasms / Adenoma / Thyroid Nodule / Thyroid Cancer, Papillary / Deep Learning / Goiter, Nodular Type of study: Diagnostic_studies / Prognostic_studies Limits: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Language: En Journal: Med Sci Monit Journal subject: MEDICINA Year: 2020 Document type: Article Country of publication: United States
Fulltext
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Thyroid Neoplasms / Adenoma / Thyroid Nodule / Thyroid Cancer, Papillary / Deep Learning / Goiter, Nodular Type of study: Diagnostic_studies / Prognostic_studies Limits: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Language: En Journal: Med Sci Monit Journal subject: MEDICINA Year: 2020 Document type: Article Country of publication: United States