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Assessment of Robustness of MRI Radiomic Features in the Abdomen: Impact of Deep Learning Reconstruction and Accelerated Acquisition.

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Title: Assessment of Robustness of MRI Radiomic Features in the Abdomen: Impact of Deep Learning Reconstruction and Accelerated Acquisition.
Authors: Zhong J; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China., Xing Y; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China., Hu Y; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China., Liu X; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China., Dai S; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China., Ding D; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China., Lu J; Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, 94305, USA., Yang J; Department of Biomedical Engineering, Boston University, Boston, MA, 02215, USA., Song Y; MR Research Collaboration Team, Siemens Healthineers, Shanghai, 200126, China., Lu M; MR Application, Siemens Healthineers, Shanghai, 200126, China., Nickel D; MR Application Predevelopment, Siemens Healthcare, Erlangen, 91056, Germany., Lu W; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China. 1198@shtrhospital.com.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China. 1198@shtrhospital.com., Zhang H; Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China. huanzhangy@163.com., Yao W; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China. yaoweiwuhuan@163.com.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China. yaoweiwuhuan@163.com.
Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Apr; Vol. 39 (2), pp. 1181-1194. Date of Electronic Publication: 2025 Jun 25.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Assessment of Robustness of MRI Radiomic Features in the Abdomen: Impact of Deep Learning Reconstruction and Accelerated Acquisition.
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  Data: <searchLink fieldCode="AU" term="%22Zhong+J%22">Zhong J</searchLink>; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Xing+Y%22">Xing Y</searchLink>; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Hu+Y%22">Hu Y</searchLink>; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Liu+X%22">Liu X</searchLink>; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Dai+S%22">Dai S</searchLink>; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Ding+D%22">Ding D</searchLink>; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Lu+J%22">Lu J</searchLink>; Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, 94305, USA.<br /><searchLink fieldCode="AU" term="%22Yang+J%22">Yang J</searchLink>; Department of Biomedical Engineering, Boston University, Boston, MA, 02215, USA.<br /><searchLink fieldCode="AU" term="%22Song+Y%22">Song Y</searchLink>; MR Research Collaboration Team, Siemens Healthineers, Shanghai, 200126, China.<br /><searchLink fieldCode="AU" term="%22Lu+M%22">Lu M</searchLink>; MR Application, Siemens Healthineers, Shanghai, 200126, China.<br /><searchLink fieldCode="AU" term="%22Nickel+D%22">Nickel D</searchLink>; MR Application Predevelopment, Siemens Healthcare, Erlangen, 91056, Germany.<br /><searchLink fieldCode="AU" term="%22Lu+W%22">Lu W</searchLink>; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China. 1198@shtrhospital.com.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China. 1198@shtrhospital.com.<br /><searchLink fieldCode="AU" term="%22Zhang+H%22">Zhang H</searchLink>; Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China. huanzhangy@163.com.<br /><searchLink fieldCode="AU" term="%22Yao+W%22">Yao W</searchLink>; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200336, China. yaoweiwuhuan@163.com.; Shanghai Key Laboratory of Flexible Medical Robotics, Tongren Hospital, Institute of Medical Robotics, Shanghai Jiao Tong University, 200336, Shanghai, China. yaoweiwuhuan@163.com.
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        Value: 10.1007/s10278-025-01503-9
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        StartPage: 1181
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              Text: 2026 Apr
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