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Diagnostic value of deep learning of multimodal imaging of thyroid for TI-RADS category 3-5 classification.

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Title: Diagnostic value of deep learning of multimodal imaging of thyroid for TI-RADS category 3-5 classification.
Authors: Qian T; Graduate School, The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310014, China.; Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China., Feng X; School of Molecular Medicine, Hangzhou institute for Advanced Study, University of the Chinese Academy of Sciences, Hangzhou, Zhejiang, 310024, People's Republic of China., Zhou Y; Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.; Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China.; Wenling Institute of Big Data and Artificial Intelligence in Medicine, Taizhou, 317502, China., Ling S; Hangzhou Institute of Medicine, Chinese Academy of Sciences Hangzhou, Hangzhou, 310022, China., Yao J; Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.; Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, 310022, China.; Zhejiang Provincial Research Center for Cancer Intelligent Diagnosis and Molecular Technology, Hangzhou, 310022, China., Lai M; Graduate School, The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310014, China., Chen C; Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.; Graduate School, Wannan Medical College, Wuhu, China., Lin J; Shangrao Guangxin District People's Hospital, Jiangxi, 334099, China., Xu D; Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China. xudong@zjcc.org.cn.; Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China. xudong@zjcc.org.cn.; Wenling Institute of Big Data and Artificial Intelligence in Medicine, Taizhou, 317502, China. xudong@zjcc.org.cn.; Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, 310022, China. xudong@zjcc.org.cn.; Zhejiang Provincial Research Center for Cancer Intelligent Diagnosis and Molecular Technology, Hangzhou, 310022, China. xudong@zjcc.org.cn.
Source: Endocrine [Endocrine] 2025 Jun; Vol. 88 (3), pp. 776-785. Date of Electronic Publication: 2025 Mar 08.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 9434444 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1559-0100 (Electronic) Linking ISSN: 1355008X NLM ISO Abbreviation: Endocrine Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Diagnostic value of deep learning of multimodal imaging of thyroid for TI-RADS category 3-5 classification.
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  Data: <searchLink fieldCode="AU" term="%22Qian+T%22">Qian T</searchLink>; Graduate School, The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310014, China.; Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.<br /><searchLink fieldCode="AU" term="%22Feng+X%22">Feng X</searchLink>; School of Molecular Medicine, Hangzhou institute for Advanced Study, University of the Chinese Academy of Sciences, Hangzhou, Zhejiang, 310024, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22Zhou+Y%22">Zhou Y</searchLink>; Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.; Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China.; Wenling Institute of Big Data and Artificial Intelligence in Medicine, Taizhou, 317502, China.<br /><searchLink fieldCode="AU" term="%22Ling+S%22">Ling S</searchLink>; Hangzhou Institute of Medicine, Chinese Academy of Sciences Hangzhou, Hangzhou, 310022, China.<br /><searchLink fieldCode="AU" term="%22Yao+J%22">Yao J</searchLink>; Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.; Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, 310022, China.; Zhejiang Provincial Research Center for Cancer Intelligent Diagnosis and Molecular Technology, Hangzhou, 310022, China.<br /><searchLink fieldCode="AU" term="%22Lai+M%22">Lai M</searchLink>; Graduate School, The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310014, China.<br /><searchLink fieldCode="AU" term="%22Chen+C%22">Chen C</searchLink>; Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.; Graduate School, Wannan Medical College, Wuhu, China.<br /><searchLink fieldCode="AU" term="%22Lin+J%22">Lin J</searchLink>; Shangrao Guangxin District People's Hospital, Jiangxi, 334099, China.<br /><searchLink fieldCode="AU" term="%22Xu+D%22">Xu D</searchLink>; Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China. xudong@zjcc.org.cn.; Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China. xudong@zjcc.org.cn.; Wenling Institute of Big Data and Artificial Intelligence in Medicine, Taizhou, 317502, China. xudong@zjcc.org.cn.; Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, 310022, China. xudong@zjcc.org.cn.; Zhejiang Provincial Research Center for Cancer Intelligent Diagnosis and Molecular Technology, Hangzhou, 310022, China. xudong@zjcc.org.cn.
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  Data: <searchLink fieldCode="JN" term="%229434444%22">Endocrine</searchLink> [Endocrine] 2025 Jun; Vol. 88 (3), pp. 776-785. <i>Date of Electronic Publication: </i>2025 Mar 08.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9434444 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1559-0100 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221355008X%22">1355008X </searchLink><i>NLM ISO Abbreviation: </i>Endocrine <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s12020-025-04198-8
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        Text: English
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      – TitleFull: Diagnostic value of deep learning of multimodal imaging of thyroid for TI-RADS category 3-5 classification.
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            NameFull: Qian T
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            NameFull: Feng X
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            – D: 01
              M: 06
              Text: 2025 Jun
              Type: published
              Y: 2025
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