Functional brain connectome and its relation to mild cognitive impairment in cerebral small vessel disease patients with thalamus lacunes A cross-sectional study
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Qin, Yuanyuan
[1
]
Zhu, Wenhao
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Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Neurol, Wuhan, Hubei, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Radiol, 1095 Jiefang Ave, Wuhan 430030, Hubei, Peoples R China
Zhu, Wenhao
[2
]
Liu, Chengxia
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Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Radiol, 1095 Jiefang Ave, Wuhan 430030, Hubei, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Radiol, 1095 Jiefang Ave, Wuhan 430030, Hubei, Peoples R China
Liu, Chengxia
[1
]
Wang, Zhenxiong
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Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Radiol, 1095 Jiefang Ave, Wuhan 430030, Hubei, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Radiol, 1095 Jiefang Ave, Wuhan 430030, Hubei, Peoples R China
Wang, Zhenxiong
[1
]
Zhu, Wenzhen
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Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Radiol, 1095 Jiefang Ave, Wuhan 430030, Hubei, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Radiol, 1095 Jiefang Ave, Wuhan 430030, Hubei, Peoples R China
Zhu, Wenzhen
[1
]
机构:
[1] Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Radiol, 1095 Jiefang Ave, Wuhan 430030, Hubei, Peoples R China
[2] Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Neurol, Wuhan, Hubei, Peoples R China
To investigate the functional connectome alterations in cerebral small-vessel disease (CSVD) patients with thalamus lacunes and its relation to cognitive impairment. This case-control study was approved by the local research ethics committee, and all participants provided informed consent. There were 14 CSVD patients with thalamus lacunes (CSVDw.), 27 without (CSVDwo.), and 34 healthy controls (HC) recruited matched for age, sex, and education to undergo a 3T resting-state functional MR examination. The whole-brain functional connectome was constructed by thresholding the Pearson correlation matrices of 90 brain regions, and the topologic properties were analyzed by using graph theory approaches. Networks were compared between CSVD patients and HC, and associations between network measures and cognitive function were tested. Compared with HC, the functional connectome in CSVDw. patients showed abnormalities at the global level and at the nodal level (P<.05, false discovery rate corrected). The network-based statistics method identified a significantly altered network consisting 6 nodes and 13 connections. Among all the 13 connections, only two connections had significant correlation with episodic memory (EM) and processing speed (PS) respectively (P<.05). The CSVDwo. patients showed no significant network alterations relative to controls (P>.05). T he configurations of brain functional connectome in CSVDw. patients were perturbed but not obvious for those without, and correlated with the mild cognitive impairment, especially for EM and PS. This study suggested that lacunes on thalamus played a vital role in mediating the neural functional changes of CSVD patients.
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Univ Cambridge, Dept Clin Neurosci, Cambridge, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Lawrence, Andrew J.
Lambert, Christian
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St Georges Univ London, Neurosci Res Ctr, London SW17 0RE, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Lambert, Christian
Patel, Bhavini
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St Georges Univ London, Neurosci Res Ctr, London SW17 0RE, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Patel, Bhavini
Chung, Ai Wern
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St Georges Univ London, Neurosci Res Ctr, London SW17 0RE, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Chung, Ai Wern
MacKinnon, Andrew D.
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St Georges NHS Healthcare Trust, Atkinson Morley Reg Neurosci Ctr, London, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
MacKinnon, Andrew D.
Morris, Robin G.
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Kings Coll London, Inst Psychiat, London WC2R 2LS, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Morris, Robin G.
Barrick, Thomas R.
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St Georges Univ London, Neurosci Res Ctr, London SW17 0RE, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Barrick, Thomas R.
Markus, Hugh S.
论文数: 0引用数: 0
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Univ Cambridge, Dept Clin Neurosci, Cambridge, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Galantucci, Sebastiano
Agosta, Federica
论文数: 0引用数: 0
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Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Agosta, Federica
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Stefanova, Elka
Basaia, Silvia
论文数: 0引用数: 0
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Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Basaia, Silvia
van den Heuvel, Martijn P.
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Univ Med Ctr Utrecht, Rudolf Magnus Inst Neurosci, Dept Psychiat, Utrecht, NetherlandsUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
van den Heuvel, Martijn P.
Stojkovic, Tanja
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Univ Belgrade, Clin Neurol, Fac Med, Belgrade, SerbiaUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Stojkovic, Tanja
Canu, Elisa
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Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Canu, Elisa
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Stankovic, Iva
Spica, Vladana
论文数: 0引用数: 0
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Univ Belgrade, Clin Neurol, Fac Med, Belgrade, SerbiaUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Spica, Vladana
Copetti, Massimiliano
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IRCCS Osped Casa Sollievo Sofferenza, Biostat Unit, Foggia, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Copetti, Massimiliano
Gagliardi, Delia
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Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Gagliardi, Delia
Kostic, Vladimir S.
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Univ Belgrade, Clin Neurol, Fac Med, Belgrade, SerbiaUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Kostic, Vladimir S.
Filippi, Massimo
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Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
机构:
Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Liu, Chen
Li, Chuanming
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Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Li, Chuanming
Yin, Xuntao
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Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Yin, Xuntao
Yang, Jun
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Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Yang, Jun
Zhou, Daiquan
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Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Zhou, Daiquan
Gui, Li
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Third Mil Med Univ, Southwest Hosp, Dept Neurol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Gui, Li
Wang, Jian
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Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
机构:
Univ Cambridge, Dept Clin Neurosci, Cambridge, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Lawrence, Andrew J.
Lambert, Christian
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h-index: 0
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St Georges Univ London, Neurosci Res Ctr, London SW17 0RE, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Lambert, Christian
Patel, Bhavini
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St Georges Univ London, Neurosci Res Ctr, London SW17 0RE, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Patel, Bhavini
Chung, Ai Wern
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h-index: 0
机构:
St Georges Univ London, Neurosci Res Ctr, London SW17 0RE, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Chung, Ai Wern
MacKinnon, Andrew D.
论文数: 0引用数: 0
h-index: 0
机构:
St Georges NHS Healthcare Trust, Atkinson Morley Reg Neurosci Ctr, London, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
MacKinnon, Andrew D.
Morris, Robin G.
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, Inst Psychiat, London WC2R 2LS, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Morris, Robin G.
Barrick, Thomas R.
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h-index: 0
机构:
St Georges Univ London, Neurosci Res Ctr, London SW17 0RE, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
Barrick, Thomas R.
Markus, Hugh S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Clin Neurosci, Cambridge, EnglandSt Georges Univ London, Neurosci Res Ctr, London SW17 0RE, England
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Galantucci, Sebastiano
Agosta, Federica
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Agosta, Federica
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Stefanova, Elka
Basaia, Silvia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Basaia, Silvia
van den Heuvel, Martijn P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Rudolf Magnus Inst Neurosci, Dept Psychiat, Utrecht, NetherlandsUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
van den Heuvel, Martijn P.
Stojkovic, Tanja
论文数: 0引用数: 0
h-index: 0
机构:
Univ Belgrade, Clin Neurol, Fac Med, Belgrade, SerbiaUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Stojkovic, Tanja
Canu, Elisa
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Canu, Elisa
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Stankovic, Iva
Spica, Vladana
论文数: 0引用数: 0
h-index: 0
机构:
Univ Belgrade, Clin Neurol, Fac Med, Belgrade, SerbiaUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Spica, Vladana
Copetti, Massimiliano
论文数: 0引用数: 0
h-index: 0
机构:
IRCCS Osped Casa Sollievo Sofferenza, Biostat Unit, Foggia, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Copetti, Massimiliano
Gagliardi, Delia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Gagliardi, Delia
Kostic, Vladimir S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Belgrade, Clin Neurol, Fac Med, Belgrade, SerbiaUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Kostic, Vladimir S.
Filippi, Massimo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Dept Neurol,Div Neurosci, Via Olgettina 60, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Inst Expt Neurol, Neuroimaging Res Unit,Div Neurosci, Via Olgettina 60, I-20132 Milan, Italy
机构:
Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Liu, Chen
Li, Chuanming
论文数: 0引用数: 0
h-index: 0
机构:
Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Li, Chuanming
Yin, Xuntao
论文数: 0引用数: 0
h-index: 0
机构:
Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Yin, Xuntao
Yang, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Yang, Jun
Zhou, Daiquan
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h-index: 0
机构:
Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Zhou, Daiquan
Gui, Li
论文数: 0引用数: 0
h-index: 0
机构:
Third Mil Med Univ, Southwest Hosp, Dept Neurol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China
Gui, Li
Wang, Jian
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h-index: 0
机构:
Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R ChinaThird Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing, Peoples R China