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Cluster habitat-based diffusion MRI radiomics for differentiation of glioblastoma from solitary brain metastasis.

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Title: Cluster habitat-based diffusion MRI radiomics for differentiation of glioblastoma from solitary brain metastasis.
Authors: Luo W; Department of Neurosurgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China., Cheng Y; School of Intelligent Engineering, Xi'an Jiaotong Liverpool University, Suzhou, China., Pang C; Department of Neurosurgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China., Xie S; Department of Radiology, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China., Hao Z; Ordos Clinical Medical College, Inner Mongolia Medical University, Hohhot, China., Liu Y; Department of Radiology, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China., Hu M; Department of Radiology, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China., Ma X; Department of Magnetic Resonance Imaging, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China., Zhao S; Department of Magnetic Resonance Imaging, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China., Wang M; MR Research Collaboration, Siemens Healthineers Ltd., Shanghai, China., Song Y; MR Research Collaboration, Siemens Healthineers Ltd., Shanghai, China., Zhang C; Shanghai Key Laboratory of Magnetic Resonance, East China Normal University, Shanghai, China., Zhang Y; Department of Magnetic Resonance Imaging, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China., Gao Y; Department of Radiology, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China., Zhao G; Department of Magnetic Resonance Imaging, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China. ghzhao@ha.edu.cn.
Source: European radiology experimental [Eur Radiol Exp] 2026 Apr 27; Vol. 10 (1). Date of Electronic Publication: 2026 Apr 27.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: SpringerOpen Country of Publication: England NLM ID: 101721752 Publication Model: Electronic Cited Medium: Internet ISSN: 2509-9280 (Electronic) Linking ISSN: 25099280 NLM ISO Abbreviation: Eur Radiol Exp Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Cluster habitat-based diffusion MRI radiomics for differentiation of glioblastoma from solitary brain metastasis.
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  Data: <searchLink fieldCode="AU" term="%22Luo+W%22">Luo W</searchLink>; Department of Neurosurgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.<br /><searchLink fieldCode="AU" term="%22Cheng+Y%22">Cheng Y</searchLink>; School of Intelligent Engineering, Xi'an Jiaotong Liverpool University, Suzhou, China.<br /><searchLink fieldCode="AU" term="%22Pang+C%22">Pang C</searchLink>; Department of Neurosurgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.<br /><searchLink fieldCode="AU" term="%22Xie+S%22">Xie S</searchLink>; Department of Radiology, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China.<br /><searchLink fieldCode="AU" term="%22Hao+Z%22">Hao Z</searchLink>; Ordos Clinical Medical College, Inner Mongolia Medical University, Hohhot, China.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Department of Radiology, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China.<br /><searchLink fieldCode="AU" term="%22Hu+M%22">Hu M</searchLink>; Department of Radiology, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China.<br /><searchLink fieldCode="AU" term="%22Ma+X%22">Ma X</searchLink>; Department of Magnetic Resonance Imaging, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.<br /><searchLink fieldCode="AU" term="%22Zhao+S%22">Zhao S</searchLink>; Department of Magnetic Resonance Imaging, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.<br /><searchLink fieldCode="AU" term="%22Wang+M%22">Wang M</searchLink>; MR Research Collaboration, Siemens Healthineers Ltd., Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Song+Y%22">Song Y</searchLink>; MR Research Collaboration, Siemens Healthineers Ltd., Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Zhang+C%22">Zhang C</searchLink>; Shanghai Key Laboratory of Magnetic Resonance, East China Normal University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; Department of Magnetic Resonance Imaging, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.<br /><searchLink fieldCode="AU" term="%22Gao+Y%22">Gao Y</searchLink>; Department of Radiology, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China.<br /><searchLink fieldCode="AU" term="%22Zhao+G%22">Zhao G</searchLink>; Department of Magnetic Resonance Imaging, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China. ghzhao@ha.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22101721752%22">European radiology experimental</searchLink> [Eur Radiol Exp] 2026 Apr 27; Vol. 10 (1). <i>Date of Electronic Publication: </i>2026 Apr 27.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22SpringerOpen%22">SpringerOpen </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101721752 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2509-9280 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2225099280%22">25099280 </searchLink><i>NLM ISO Abbreviation: </i>Eur Radiol Exp <i>Subsets: </i>MEDLINE
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              Text: 2026 Apr 27
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