Cortical Iron Accumulation as an Imaging Marker for Neurodegeneration in Clinical Cognitive Impairment Spectrum: A Quantitative Susceptibility Mapping Study
被引:9
|
作者:
Kim, Hyeong Woo
论文数: 0引用数: 0
h-index: 0
机构:
Konkuk Univ, Med Ctr, Dept Radiol, Seoul, South KoreaKonkuk Univ, Med Ctr, Dept Radiol, Seoul, South Korea
Kim, Hyeong Woo
[1
]
Lee, Subin
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Dept Elect & Comp Engn, Lab Imaging Sci & Technol, Seoul, South KoreaKonkuk Univ, Med Ctr, Dept Radiol, Seoul, South Korea
Lee, Subin
[2
]
Yang, Jin Ho
论文数: 0引用数: 0
h-index: 0
机构:
Konkuk Univ, Med Ctr, Dept Radiol, Seoul, South KoreaKonkuk Univ, Med Ctr, Dept Radiol, Seoul, South Korea
Yang, Jin Ho
[1
]
Moon, Yeonsil
论文数: 0引用数: 0
h-index: 0
机构:
Konkuk Univ, Med Ctr, Dept Neurol, Seoul, South Korea
Konkuk Univ, Sch Med, Res Inst Med Sci, Seoul, South KoreaKonkuk Univ, Med Ctr, Dept Radiol, Seoul, South Korea
Moon, Yeonsil
[3
,4
]
Lee, Jongho
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Dept Elect & Comp Engn, Lab Imaging Sci & Technol, Seoul, South KoreaKonkuk Univ, Med Ctr, Dept Radiol, Seoul, South Korea
Lee, Jongho
[2
]
Moon, Won-Jin
论文数: 0引用数: 0
h-index: 0
机构:
Konkuk Univ, Med Ctr, Dept Radiol, Seoul, South Korea
Konkuk Univ, Sch Med, Res Inst Med Sci, Seoul, South Korea
Konkuk Univ, Sch Med, Dept Radiol, Med Ctr, 120-1 Neungdong Ro, Seoul 05030, South KoreaKonkuk Univ, Med Ctr, Dept Radiol, Seoul, South Korea
Moon, Won-Jin
[1
,4
,5
]
机构:
[1] Konkuk Univ, Med Ctr, Dept Radiol, Seoul, South Korea
[2] Seoul Natl Univ, Dept Elect & Comp Engn, Lab Imaging Sci & Technol, Seoul, South Korea
[3] Konkuk Univ, Med Ctr, Dept Neurol, Seoul, South Korea
[4] Konkuk Univ, Sch Med, Res Inst Med Sci, Seoul, South Korea
[5] Konkuk Univ, Sch Med, Dept Radiol, Med Ctr, 120-1 Neungdong Ro, Seoul 05030, South Korea
Iron;
Quantitative evaluation;
Cognition disorders;
Magnetic resonance imaging;
ALZHEIMERS ASSOCIATION WORKGROUPS;
NEUROPSYCHIATRIC SYMPTOMS;
DIAGNOSTIC GUIDELINES;
NATIONAL INSTITUTE;
HUMAN BRAIN;
DISEASE;
DEPOSITION;
RECOMMENDATIONS;
DEMENTIA;
NETWORK;
D O I:
10.3348/kjr.2023.0490
中图分类号:
R8 [特种医学];
R445 [影像诊断学];
学科分类号:
1002 ;
100207 ;
1009 ;
摘要:
Objective: Cortical iron deposition has recently been shown to occur in Alzheimer's disease (AD). In this study, we aimed to evaluate how cortical gray matter iron, measured using quantitative susceptibility mapping (QSM), differs in the clinical Materials and Methods: This retrospective study evaluated 73 participants (mean age +/- standard deviation, 66.7 +/- 7.6 years; 52 females and 21 males) with normal cognition (NC), 158 patients with mild cognitive impairment (MCI), and 48 patients with AD dementia. The participants underwent brain magnetic resonance imaging using a three-dimensional multi-dynamic multi-echo sequence on a 3-T scanner. We employed a deep neural network (QSMnet+) and used automatic segmentation software based on FreeSurfer v6.0 to extract anatomical labels and volumes of interest in the cortex. We used analysis of covariance to investigate the differences in susceptibility among the clinical diagnostic groups in each brain region. Multivariable linear regression analysis was performed to study the association between susceptibility values and cognitive scores including the Mini-Mental State Examination (MMSE). Results: Among the three groups, the frontal (P < 0.001), temporal (P = 0.004), parietal (P = 0.001), occipital (P < 0.001), and cingulate cortices (P < 0.001) showed a higher mean susceptibility in patients with MCI and AD than in NC subjects. In the combined MCI and AD group, the mean susceptibility in the cingulate cortex (8 = -216.21, P = 0.019) and insular cortex (8 = -276.65, P = 0.001) were significant independent predictors of MMSE scores after correcting for age, sex, education, regional volume, and APOE4 carrier status. Conclusion: Iron deposition in the cortex, as measured by QSMnet+, was higher in patients with AD and MCI than in NC participants. Iron deposition in the cingulate and insular cortices may be an early imaging marker of cognitive impairment related neurodegeneration.
机构:
Mayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Cogswell, Petrice M.
Wiste, Heather J.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Hlth Sci Res, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Wiste, Heather J.
Senjem, Matthew L.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Mayo Clin, Dept Informat Technol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Senjem, Matthew L.
Gunter, Jeffrey L.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Mayo Clin, Dept Informat Technol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Gunter, Jeffrey L.
Weigand, Stephen D.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Hlth Sci Res, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Weigand, Stephen D.
Schwarz, Christopher G.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Schwarz, Christopher G.
Arani, Arvin
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Arani, Arvin
Therneau, Terry M.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Hlth Sci Res, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Therneau, Terry M.
Lowe, Val J.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Lowe, Val J.
Knopman, David S.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Neurol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Knopman, David S.
Botha, Hugo
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Neurol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Botha, Hugo
Graff-Radford, Jonathan
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Neurol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Graff-Radford, Jonathan
Jones, David T.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Neurol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Jones, David T.
Kantarci, Kejal
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Kantarci, Kejal
Vemuri, Prashanthi
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Vemuri, Prashanthi
Boeve, Bradley F.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Neurol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Boeve, Bradley F.
Mielke, Michelle M.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Hlth Sci Res, 200 First St SW, Rochester, MN 55905 USA
Mayo Clin, Dept Neurol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Mielke, Michelle M.
Petersen, Ronald C.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Hlth Sci Res, 200 First St SW, Rochester, MN 55905 USA
Mayo Clin, Dept Neurol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
Petersen, Ronald C.
Jack, Clifford R., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USAMayo Clin, Dept Radiol, 200 First St SW, Rochester, MN 55905 USA
机构:
Aix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
Hop La Timone, AP HM, CEMEREM, Marseille, France
Northwestern Univ, Dept Neurol Surg, Chicago, IL 60611 USAAix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
Bandt, S. Kathleen
de Rochefort, Ludovic
论文数: 0引用数: 0
h-index: 0
机构:
Aix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, FranceAix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
de Rochefort, Ludovic
Chen, Weiwei
论文数: 0引用数: 0
h-index: 0
机构:
Tongji Hosp, Dept Radiol, Wuhan, Hubei, Peoples R ChinaAix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
Chen, Weiwei
Dimov, Alexey V.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Biomed Engn, Ithaca, NY USAAix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
Dimov, Alexey V.
Spincemaille, Pascal
论文数: 0引用数: 0
h-index: 0
机构:
Weill Cornell Med Coll, Dept Radiol, New York, NY USAAix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
Spincemaille, Pascal
Kopell, Brian H.
论文数: 0引用数: 0
h-index: 0
机构:
Mt Sinai Hosp, Dept Neurosurg, New York, NY 10029 USAAix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
Kopell, Brian H.
Gupta, Ajay
论文数: 0引用数: 0
h-index: 0
机构:
Weill Cornell Med Coll, Dept Radiol, New York, NY USAAix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
Gupta, Ajay
Wang, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Aix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
Cornell Univ, Dept Biomed Engn, Ithaca, NY USA
Weill Cornell Med Coll, Dept Radiol, New York, NY USAAix Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France
机构:
Toyokawa City Hosp, Dept Neurol, Toyokawa, Aichi, Japan
Nagoya City Univ, Dept Neurol, Grad Sch Med Sci, Nagoya, Aichi, JapanToyokawa City Hosp, Dept Neurol, Toyokawa, Aichi, Japan
Uchida, Yuto
Inui, Shohei
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tokyo, Grad Sch Med, Dept Radiol, Tokyo, JapanToyokawa City Hosp, Dept Neurol, Toyokawa, Aichi, Japan
Inui, Shohei
Kan, Hirohito
论文数: 0引用数: 0
h-index: 0
机构:
Nagoya Univ, Dept Integrated Hlth Sci, Grad Sch Med, Nagoya, Aichi, JapanToyokawa City Hosp, Dept Neurol, Toyokawa, Aichi, Japan
Kan, Hirohito
Sakurai, Keita
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Geriatr & Gerontol, Dept Radiol, Obu, Aichi, JapanToyokawa City Hosp, Dept Neurol, Toyokawa, Aichi, Japan
Sakurai, Keita
Oishi, Naoya
论文数: 0引用数: 0
h-index: 0
机构:
Kyoto Univ, Med Innovat Ctr, Grad Sch Med, Kyoto, JapanToyokawa City Hosp, Dept Neurol, Toyokawa, Aichi, Japan
Oishi, Naoya
Ueki, Yoshino
论文数: 0引用数: 0
h-index: 0
机构:
Nagoya City Univ, Dept Rehabil Med, Grad Sch Med Sci, Nagoya, Aichi, JapanToyokawa City Hosp, Dept Neurol, Toyokawa, Aichi, Japan
Ueki, Yoshino
Oishi, Kenichi
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Dept Radiol, Baltimore, MD 21205 USAToyokawa City Hosp, Dept Neurol, Toyokawa, Aichi, Japan
机构:
Kyung Hee Univ, Med Ctr, Dept Neurol, Seoul, South KoreaKyung Hee Univ, Med Ctr, Dept Neurol, Seoul, South Korea
Shin, Chaewon
Lee, Seon
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Dept Mech & Aerosp Engn, Seoul, South KoreaKyung Hee Univ, Med Ctr, Dept Neurol, Seoul, South Korea
Lee, Seon
Lee, Jee-Young
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Seoul Metropolitan Govt Boramae Med Ctr, Dept Neurol, Seoul, South KoreaKyung Hee Univ, Med Ctr, Dept Neurol, Seoul, South Korea
Lee, Jee-Young
Rhim, Jung Hyo
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Seoul Metropolitan Govt Boramae Med Ctr, Dept Radiol, 20 Boramae Ro 5 Gil, Seoul 07061, South KoreaKyung Hee Univ, Med Ctr, Dept Neurol, Seoul, South Korea
Rhim, Jung Hyo
Park, Sun-Won
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Seoul Metropolitan Govt Boramae Med Ctr, Dept Radiol, 20 Boramae Ro 5 Gil, Seoul 07061, South Korea
Seoul Natl Univ, Coll Med, Dept Radiol, Seoul, South KoreaKyung Hee Univ, Med Ctr, Dept Neurol, Seoul, South Korea
机构:
Fujian Med Univ, Dept Stomatol, Union Hosp, Fuzhou 350001, Peoples R ChinaFujian Med Univ, Dept Stomatol, Union Hosp, Fuzhou 350001, Peoples R China
Cai, Li-Min
Zeng, Jing-Yi
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Med Univ, Union Hosp, Dept Radiol, Fuzhou 350001, Peoples R ChinaFujian Med Univ, Dept Stomatol, Union Hosp, Fuzhou 350001, Peoples R China
Zeng, Jing-Yi
Huang, Hui-Wei
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Med Univ, Union Hosp, Dept Radiol, Fuzhou 350001, Peoples R ChinaFujian Med Univ, Dept Stomatol, Union Hosp, Fuzhou 350001, Peoples R China
Huang, Hui-Wei
Tang, Ying
论文数: 0引用数: 0
h-index: 0
机构:
East China Normal Univ, Sch Phys & Elect Sci, Shanghai Key Lab Magnet Resonance, Shanghai 200062, Peoples R ChinaFujian Med Univ, Dept Stomatol, Union Hosp, Fuzhou 350001, Peoples R China
Tang, Ying
Li, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Med Univ, Dept Gastroenterol, Union Hosp, Fuzhou 350001, Peoples R ChinaFujian Med Univ, Dept Stomatol, Union Hosp, Fuzhou 350001, Peoples R China
Li, Dan
Li, Jian-Qi
论文数: 0引用数: 0
h-index: 0
机构:
East China Normal Univ, Sch Phys & Elect Sci, Shanghai Key Lab Magnet Resonance, Shanghai 200062, Peoples R ChinaFujian Med Univ, Dept Stomatol, Union Hosp, Fuzhou 350001, Peoples R China
Li, Jian-Qi
Chen, Hua-Jun
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Med Univ, Union Hosp, Dept Radiol, Fuzhou 350001, Peoples R ChinaFujian Med Univ, Dept Stomatol, Union Hosp, Fuzhou 350001, Peoples R China
机构:
IRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
Fedeli, Maria Paola
Contarino, Valeria Elisa
论文数: 0引用数: 0
h-index: 0
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Neuroradiol Unit, Via Francesco Sforza 35, Milan, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
Contarino, Valeria Elisa
Siggillino, Silvia
论文数: 0引用数: 0
h-index: 0
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Neuroradiol Unit, Via Francesco Sforza 35, Milan, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
Siggillino, Silvia
Samoylova, Nina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Milan, Fac Med & Surg, Milan, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
Samoylova, Nina
Calloni, Sonia
论文数: 0引用数: 0
h-index: 0
机构:
Ist Sci San Raffaele, Dept Neuroradiol, Milan, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
Calloni, Sonia
Melazzini, Luca
论文数: 0引用数: 0
h-index: 0
机构:
Univ Milan, Dept Biomed Sci Hlth, Milan, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
Melazzini, Luca
Conte, Giorgio
论文数: 0引用数: 0
h-index: 0
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Neuroradiol Unit, Via Francesco Sforza 35, Milan, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
Conte, Giorgio
Sacilotto, Giorgio
论文数: 0引用数: 0
h-index: 0
机构:
ASST Gaetano Pini CTO, Parkinson Inst, Milan, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
Sacilotto, Giorgio
Pezzoli, Gianni
论文数: 0引用数: 0
h-index: 0
机构:
ASST Gaetano Pini CTO, Parkinson Inst, Milan, Italy
Fdn Grig Morbo Parkinson, Milan, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
Pezzoli, Gianni
Triulzi, Fabio Maria
论文数: 0引用数: 0
h-index: 0
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Neuroradiol Unit, Via Francesco Sforza 35, Milan, Italy
Univ Milan, Dept Pathophysiol & Transplantat, Milan, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
Triulzi, Fabio Maria
Scola, Elisa
论文数: 0引用数: 0
h-index: 0
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Neuroradiol Unit, Via Francesco Sforza 35, Milan, ItalyIRCCS Policlin San Donato, Radiol Unit, San Donato Milanese, Italy
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Lin, Liping
Ruan, Zhibin
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Ruan, Zhibin
Li, Yufen
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Li, Yufen
Qiu, Huaqiong
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Qiu, Huaqiong
Deng, Chengfen
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Deng, Chengfen
Qian, Long
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Coll Engn, Dept Biomed Engn, Beijing, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Qian, Long
Cui, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Coll Engn, Dept Biomed Engn, Beijing, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Cui, Wei
Tang, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Pediat, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Tang, Wen
Yang, Zhiyun
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Yang, Zhiyun
Cheng, Yanglei
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Endocrine, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Cheng, Yanglei
Liang, Yujian
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Pediat, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China
Liang, Yujian
Su, Shu
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Radiol, Guangzhou, Peoples R China