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Noninvasive prediction of lymph node metastasis in pancreatic cancer using an ultrasound-based clinicoradiomics machine learning model.

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Title: Noninvasive prediction of lymph node metastasis in pancreatic cancer using an ultrasound-based clinicoradiomics machine learning model.
Authors: Wen DY; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China., Chen JM; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China., Tang ZP; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China., Pang JS; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China., Qin Q; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China., Zhang L; Department of Medical Pathology, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China., He Y; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China. heyun@gxmu.edu.cn., Yang H; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China. yanghong@gxmu.edu.cn.
Source: Biomedical engineering online [Biomed Eng Online] 2024 Jun 18; Vol. 23 (1), pp. 56. Date of Electronic Publication: 2024 Jun 18.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101147518 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-925X (Electronic) Linking ISSN: 1475925X NLM ISO Abbreviation: Biomed Eng Online Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Noninvasive prediction of lymph node metastasis in pancreatic cancer using an ultrasound-based clinicoradiomics machine learning model.
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  Data: <searchLink fieldCode="AU" term="%22Wen+DY%22">Wen DY</searchLink>; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22Chen+JM%22">Chen JM</searchLink>; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22Tang+ZP%22">Tang ZP</searchLink>; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22Pang+JS%22">Pang JS</searchLink>; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22Qin+Q%22">Qin Q</searchLink>; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; Department of Medical Pathology, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22He+Y%22">He Y</searchLink>; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China. heyun@gxmu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Yang+H%22">Yang H</searchLink>; Department of Medical Ultrasonics, Guangxi Zhuang Autonomous Region, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China. yanghong@gxmu.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22101147518%22">Biomedical engineering online</searchLink> [Biomed Eng Online] 2024 Jun 18; Vol. 23 (1), pp. 56. <i>Date of Electronic Publication: </i>2024 Jun 18.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101147518 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1475-925X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221475925X%22">1475925X </searchLink><i>NLM ISO Abbreviation: </i>Biomed Eng Online <i>Subsets: </i>MEDLINE
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        Value: 10.1186/s12938-024-01259-3
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              Text: 2024 Jun 18
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