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Deep learning to diagnose Hashimoto's thyroiditis from sonographic images.
Zhang, Qiang; Zhang, Sheng; Pan, Yi; Sun, Lin; Li, Jianxin; Qiao, Yu; Zhao, Jing; Wang, Xiaoqing; Feng, Yixing; Zhao, Yanhui; Zheng, Zhiming; Yang, Xiangming; Liu, Lixia; Qin, Chunxin; Zhao, Ke; Liu, Xiaonan; Li, Caixia; Zhang, Liuyang; Yang, Chunrui; Zhuo, Na; Zhang, Hong; Liu, Jie; Gao, Jinglei; Di, Xiaoling; Meng, Fanbo; Zhang, Linlei; Wang, Yuxuan; Duan, Yuansheng; Shen, Hongru; Li, Yang; Yang, Meng; Yang, Yichen; Xin, Xiaojie; Wei, Xi; Zhou, Xuan; Jin, Rui; Zhang, Lun; Wang, Xudong; Song, Fengju; Zheng, Xiangqian; Gao, Ming; Chen, Kexin; Li, Xiangchun.
Affiliation
  • Zhang Q; Department of Maxillofacial and Otorhinolaryngology Oncology, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Zhang S; Department of Diagnostic and Therapeutic Ultrasonography, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Pan Y; Department of Pathology, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Sun L; Department of Pathology, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Li J; Department of Ultrasonography, Weihai Municipal Hospital, Cheeloo College of Medicine, Jinan, Shandong Province, China.
  • Qiao Y; Department of Interventional Therapy, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Zhao J; Department of Diagnostic and Therapeutic Ultrasonography, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Wang X; Department of Diagnostic and Therapeutic Ultrasonography, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Feng Y; Department of Diagnostic and Therapeutic Ultrasonography, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Zhao Y; Department of Ultrasonography, Affiliated Hospital of Chifeng University, Chifeng, Inner Mongolia Province, China.
  • Zheng Z; Department of Ultrasonography, Integrated Traditional Chinese and Western Medicine Hospital of Jilin City Jilin Province, Jilin, Jilin Province, China.
  • Yang X; Department of Ultrasonography, Dezhou Municipal Hospital, Dezhou, Shandong Province, China.
  • Liu L; Department of Ultrasound Room of Functions Branch, Affiliated Hospital of Hebei University, Zhangjiakou, Hebei Province, China.
  • Qin C; Department of Thyroid and Breast Surgery, Weihai Municipal Hospital, Cheeloo College of Medicine, Weihai, Shandong Province, China.
  • Zhao K; Department of General Surgery, Tianjin Medical University General Hospital, Tianjin, China.
  • Liu X; Department of Thyroid and Breast Surgery, Tianjin 4th Centre Hospital, Tianjin, China.
  • Li C; Department of Thyroid and Breast Surgery, Tianjin 4th Centre Hospital, Tianjin, China.
  • Zhang L; Department of Thyroid Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei Province, China.
  • Yang C; Department of Pathology, The Second Hospital of Tianjin Medical University, Tianjin, China.
  • Zhuo N; Department of Ultrasonography, The Second Hospital of Tianjin Medical University, Tianjin, China.
  • Zhang H; Department of Thyroid, The Second Hospital of Jilin University, Jilin, Jilin Province, China.
  • Liu J; Department of Head and Neck Thyroid Surgery, Cangzhou Hospital of Integrated Traditional Chinese and Western Medicine of Hebei Province, Cangzhou, Hebei Province, China.
  • Gao J; Department of Surgery of Glands, People's Hospital of Dingzhou, Dingzhou, Hebei Province, China.
  • Di X; Department of Surgery of Glands, People's Hospital of Dingzhou, Dingzhou, Hebei Province, China.
  • Meng F; Department of Thyroid and Breast Surgery, Affiliated Hospital of Shaoxing University, Shaoxing, Zhejiang Province, China.
  • Zhang L; Department of General Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei Province, China.
  • Wang Y; Department of Maxillofacial and Otorhinolaryngology Oncology, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Duan Y; Department of Maxillofacial and Otorhinolaryngology Oncology, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Shen H; Tianjin Cancer Institute, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Li Y; Tianjin Cancer Institute, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Yang M; Tianjin Cancer Institute, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Yang Y; Tianjin Cancer Institute, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Xin X; Department of Diagnostic and Therapeutic Ultrasonography, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Wei X; Department of Diagnostic and Therapeutic Ultrasonography, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Zhou X; Department of Maxillofacial and Otorhinolaryngology Oncology, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Jin R; Department of Maxillofacial and Otorhinolaryngology Oncology, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Zhang L; Department of Maxillofacial and Otorhinolaryngology Oncology, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Wang X; Department of Maxillofacial and Otorhinolaryngology Oncology, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Song F; Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Zheng X; Department of Thyroid and Neck Cancer, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Gao M; Department of Thyroid and Neck Cancer, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Chen K; Tianjin Union Medical Center, Tianjin, China.
  • Li X; Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology of Tianjin, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
Nat Commun ; 13(1): 3759, 2022 06 29.
Article in En | MEDLINE | ID: mdl-35768466
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Hashimoto Disease / Deep Learning / Hypothyroidism Type of study: Diagnostic_studies Limits: Humans Language: En Journal: Nat Commun Year: 2022 Document type: Article
Fulltext
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Hashimoto Disease / Deep Learning / Hypothyroidism Type of study: Diagnostic_studies Limits: Humans Language: En Journal: Nat Commun Year: 2022 Document type: Article