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Diagnosis of cognitive impairment in chronic kidney disease: A radiomics and machine learning approach with quantitative susceptibility mapping.

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Title: Diagnosis of cognitive impairment in chronic kidney disease: A radiomics and machine learning approach with quantitative susceptibility mapping.
Authors: Guo YF; Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou, China; The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China., Li YZ; Center of Radiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China; School of Medical Imaging, Fujian Medical University, Fuzhou, China., Qi Y; Department of Radiology, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China., Liu X; Department of Nephrology, Beijing Friendship Hospital, Capital Medical University, Beijing, China., Song LJ; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China., Yang WB; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China., Li MG; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China., Bai XY; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China., Xu MS; Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou, China; The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China., Shen MY; Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou, China; The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China., Cai SQ; Center of Radiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China; School of Medical Imaging, Fujian Medical University, Fuzhou, China., Wang Y; Center of Radiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China., Yang ZH; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China., Wang ZC; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China. Electronic address: cjr.wzhch@vip.163.com., Wang H; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China. Electronic address: wanghao4756@163.com.
Source: Brain research bulletin [Brain Res Bull] 2026 Jan; Vol. 234, pp. 111714. Date of Electronic Publication: 2026 Jan 03.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Science Country of Publication: United States NLM ID: 7605818 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2747 (Electronic) Linking ISSN: 03619230 NLM ISO Abbreviation: Brain Res Bull Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Guo+YF%22">Guo YF</searchLink>; Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou, China; The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China.<br /><searchLink fieldCode="AU" term="%22Li+YZ%22">Li YZ</searchLink>; Center of Radiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China; School of Medical Imaging, Fujian Medical University, Fuzhou, China.<br /><searchLink fieldCode="AU" term="%22Qi+Y%22">Qi Y</searchLink>; Department of Radiology, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Liu+X%22">Liu X</searchLink>; Department of Nephrology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Song+LJ%22">Song LJ</searchLink>; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Yang+WB%22">Yang WB</searchLink>; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Li+MG%22">Li MG</searchLink>; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Bai+XY%22">Bai XY</searchLink>; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Xu+MS%22">Xu MS</searchLink>; Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou, China; The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China.<br /><searchLink fieldCode="AU" term="%22Shen+MY%22">Shen MY</searchLink>; Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou, China; The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China.<br /><searchLink fieldCode="AU" term="%22Cai+SQ%22">Cai SQ</searchLink>; Center of Radiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China; School of Medical Imaging, Fujian Medical University, Fuzhou, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Center of Radiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, China.<br /><searchLink fieldCode="AU" term="%22Yang+ZH%22">Yang ZH</searchLink>; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Wang+ZC%22">Wang ZC</searchLink>; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China. Electronic address: cjr.wzhch@vip.163.com.<br /><searchLink fieldCode="AU" term="%22Wang+H%22">Wang H</searchLink>; Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China. Electronic address: wanghao4756@163.com.
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        Value: 10.1016/j.brainresbull.2025.111714
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            – D: 01
              M: 01
              Text: 2026 Jan
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              Y: 2026
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