1.Accuracy of large language models for answering pediatric preventive dentistry questions
GUAN Boyan ; XU Minghe ; ZHANG Huiqi ; MA Shulei ; ZHANG Shanshan ; ZHAO Junfeng
Journal of Prevention and Treatment for Stomatological Diseases 2025;33(4):313-319
Objective:
To evaluate and compare the accuracy of responses to pediatric preventive dentistry-related questions between the domestic large language model, ChatGLM-6B, and the international large language model, ChatGPT-3.5, in order to provide insights for further research and development of domestic language models in the field of oral medicine.
Methods:
A total of 100 common pediatric preventive dentistry questions of varying difficulty levels [basic (n = 35), intermediate (n = 35), and advanced (n = 30) ] were provided by pediatric preventive dentistry experts. Two doctors independently registered these questions with ChatGPT-3.5 and ChatGLM-6B and collected the answers. A cohort of 16 dentists assessed responses generated by ChatGLM-6B and ChatGPT-3.5 using a predefined 3-point Likert scale. The average score of the ratings from 16 doctors was taken as the answer score. If the answer score was higher than 2.8, it was accepted as a accurate answer; if the score was lower than 1.4, it was accepted as an inaccurate answer; if the score was between 1.4 and 2.8, it was accepted as a partially accurate answer. Comparative analysis was conducted on the accuracy rates and evaluation outcomes between the two groups. Consistency analysis of the ratings was conducted
Results:
The answer accuracy rates of ChatGPT-3.5 and ChatGLM-6B for 100 pediatric preventive dentistry questions were comparable: ChatGPT-3.5 demonstrated 68% accurate, 30% partially accurate, and 2% inaccurate responses, while ChatGLM-6B showed 67% accurate, 31% partially accurate, and 2% inaccurate responses, with no statistically significant differences (P>0.05). Both models exhibited equivalent accuracy across questions of varying difficulty levels (basic, intermediate, advanced), showing no statistical differences (P>0.05). The overall average scores for ChatGPT3.5 and ChatGLM-6B in answering all questions were both 2.65, with no statistically significant difference (P>0.05). For questions of different difficulty levels, ChatGPT3.5 had an average score of 2.66 for basic questions while ChatGLM-6B had an average score of 2.70. For intermediate questions, ChatGPT3.5 had an average score of 2.63 and ChatGLM-6B had an average score of 2.64. For advanced questions, ChatGPT3.5 had an average score of 2.68, and ChatGLM-6B had an average score of 2.61. No statistically significant differences were observed across any difficulty category (P>0.05). The consistency of the experts’ grading ranged from fair to moderate.
Conclusion
This study demonstrates the potential of both ChatGLM-6B and ChatGPT-3.5 in answering pediatric preventive dentistry questions. ChatGLM-6B performed similarly to ChatGPT-3.5 in this field, but the accuracy rates of both models fell short of expectations and are not suitable for clinical use. Future efforts should focus on improving the accuracy and consistency of large language models in providing medical information, as well as developing specialized medical models for the field of oral medicine.
2.Rubusoside protects against myocardial injury in gestational diabetes mellitus rats via the endoplasmic reticulum stress-ferroptosis pathway
Yinhua YUAN ; Qi GUAN ; Shanshan ZHANG
Chinese Journal of Endocrinology and Metabolism 2024;40(11):956-965
Objective:To explore effect of rubusoside(RS) on myocardial injury in gestational diabetes mellitus(GDM) rats and its mechanism.Methods:Pregnant SD rats were divided into control, GDM model, insulin treatment(INS), RS, endoplasmic reticulum stress inhibitor 4-phenylbutyric acid(4-PBA), and RS+ endoplasmic reticulum stress inducer thapsigargin(THA) groups. Glycolipid metabolism, cardiac function, serum LDH, cTnI, and CK-MB levels, myocardial tissue morphology, SOD, GSH, MDA, Fe 2+ content were assessed. ROS levels were assessed using DHE staining, and iron ion deposition was evaluated via Prussian blue staining. The expression of endoplasmic reticulum stress and ferroptosis related proteins in myocardial tissue after intervention was analyzed through Western blot and immunohistochemistry. Results:Compared with control rats, GDM model rats showed increased body weight, FBG, TC, TG, abnormal cardiac function, significant myocardial damage, elevated serum LDH, cTnI, CK-MB, reduced SOD and GSH, increased MDA, Fe 2+, ROS, and iron ions, along with altered protein expression indicating endoplasmic reticulum stress and ferroptosis. RS and 4-PBA mitigated these changes, reducing myocardial injury. THA reversed RS′s protective effects via the endoplasmic reticulum stress-ferroptosis pathway. Conclusion:RS improves glycolipid metabolism and alleviates myocardial injury in GDM rats by inhibiting endoplasmic reticulum stress and reducing ferroptosis.
3.TAB182 promotes DNA homologous recombination repair by stabilizing RPA2 mRNA
Gang LI ; Shuting LAI ; Yang HAN ; Chenjun BAI ; Hua GUAN ; Shanshan GAO ; Pingkun ZHOU
Chinese Journal of Radiological Medicine and Protection 2022;42(4):241-247
Objective:To investigate the regulating molecules and acting mechanism of TAB182 in HR pathway.Methods:TAB182 in human breast cancer MCF-7 cells was knocked down by shRNA strategy, the TAB182 knockdown MCF-7 as the TAB182 knockdown group, and the MCF-7 cell using the shRNA negative control as the TAB182 negative control group. RNA sequencing and qRT-PCR were performed to screen and verify the differentially expressed genes of HR pathway related to TAB182 depression. Western blot was used to detect protein expression. Immunofluorescence staining of nuclear RAD51 and BrdU was used to check the 3′ ssDNA formation by the end resection. The cell cycle arrest and apoptosis were measured by flow cytometry. Cloning formation assay was used to evaluate the sensitivity TAB182-knockdown cells to radiation.Results:Both quantitative RNA sequencing and qRT-PCR assays showed that TAB182-knockdown significantly decreased the mRNA expression of RPA2( t=17.97, P<0.05). Compared with the TAB182 negative control group, the protein level of RPA2, the number of RAD51 foci, and the 3′ ssDNA-binding nuclear protein marker BrdU in TAB182-knockdown cells were significantly reduced. At 4, 8, and 12 h after actinomycin D treatment, the attenuation of RPA2 mRNA in the TAB182-knockdown cells was accelerated ( t=5.37, 3.79, 3.69, P<0.05). Compared with the TAB182 negative control group, the radiosensitivity and radiation-induced apoptosis in the TAB182-knockdown group were increased ( t=3.48, 11.05, P<0.05), and at 24 h after irradiation, the cell cycle block time was prolonged ( t=8.40, P<0.01). Conclusions:TAB182 plays a role in maintaining RPA2 mRNA stability, thereby promoting HR repair. TAB182 knockdown cells are highly sensitive to ionizing radiation.
4.Analysis of change in esophageal varices and clinical characteristics in hepatitis B virus-related cirrhosis after antiviral therapy
Bingqiong WANG ; Xiaoning WU ; Jialing ZHOU ; Yameng SUN ; Tongtong MENG ; Shuyan CHEN ; Qiushuang GUAN ; Zhiying HE ; Shanshan WU ; Yuanyuan KONG ; Xiaojuan OU ; Jidong JIA ; Hong YOU
Chinese Journal of Hepatology 2022;30(6):591-597
Objective:To clarify the effect and related factors of antiviral therapy on the change of esophageal varices in patients with hepatitis B virus-related cirrhosis.Methods:Fifty-two cases with hepatitis B virus-related cirrhosis who underwent endoscopy before and after antiviral therapy were selected from prospective cohorts. Patients were divided into three groups: no, mild, and moderate-severe based on the degree of esophageal varices. The changes in the severity of esophageal varices in each group were compared after antiviral therapy. Clinical characteristics (platelet, liver and kidney function, liver stiffness, and virological response) of patients with different regressions were analyzed. Measurement data were analyzed by independent sample t-test, one-way ANOVA, Mann-Whitney U test and Kruskal-Wallis H test, and Chi-Square test was used for count data.Results:All patients received entecavir-based antiviral therapy. The median treatment time was 3.1 (2.5-4.4) years. The proportion of patients without esophageal varices increased from 30.8% to 51.9%, the proportion of mild esophageal varices decreased from 40.4% to 30.8%, and the proportion of patients with moderate-to-severe esophageal varices decreased from 28.8% to 17.3% ( χ2=14.067, P=0.001). A total of 40.4% of patients had esophageal varices regression, and 13.5% had esophageal varices progression. The progression rate was significantly higher in patients with moderate-severe esophageal varices than patients with mild and no esophageal varices ( χ2=28.126, P<0.001), and 60.0% of patients with moderate-severe esophageal varices still remained in moderate-severe state after antiviral treatment. Baseline platelet count and 5-year mean change rates were significantly lower in patients with progressive moderate-to-severe esophageal varices than in those without progression (+3.3% vs. +34.1%, Z=7.00, P=0.027). Conclusion:After effective antiviral treatment, 40.4% of patients with hepatitis B virus-related cirrhosis combined with esophageal varices has obtained esophageal varices regression, but those with moderate to severe esophageal varices still have a considerable risk of progression while receiving mono antiviral treatment only. Thrombocytopenia and without significant improving are the clinical signs of progression risk after receiving antiviral treatment.
5.Analysis on inheritance effect of famous doctor studio based on R software and CiteSpace
Huanhuan ZHU ; Bin ZHANG ; Yangwen YU ; Tong GUAN ; Shanshan LI ; Jiejuan LIU ; Guoming CHEN
Chinese Journal of Medical Science Research Management 2022;35(4):279-285
Objective:To evaluate the construction effect of famous doctor studio and the correlation among the acceptance indexes by analyzing the achievements of famous doctor studio in the First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine.Methods:R software was used to count the relevant data of national famous medical studios approved from 2010 to 2018, and the advantages were analyzed by radar chart; Spearman correlation coefficient was calculated, and R software was used to draw the correlation heat map between the evaluation indexes; papers published by studio members during the construction period were retrieved, which were transformed into refworks format, imported into CiteSpace software to draw a visual knowledge map.Results:A total number of 506 articles were included in this study, involving 25 evaluation indexes and 22 national famous doctors' studios. The statistical analysis results showed that there was a significant positive correlation between the number of academic experience papers of famous and senior TCM experts published in core journals (V3) and the number of diagnosis and treatment schemes of dominant diseases (V1), and there was a significant negative correlation between 8 groups of indexes; Tinnitus, insomnia, premature ovarian failure, acupuncture and acupuncture therapy are research hotspots.Conclusions:When evaluating the construction effect of famous doctor studio, various indicators should be considered comprehensively, appropriately control of the number of members is helpful to improve the quality of talent training, and pay attention should be paid to experience exchange and thought collision during the training process.
6.Comparative study on nutritional status of patients in intensive care unit with different assessment tools
Qiao SUN ; Tengsong ZHANG ; Chun GUAN ; Xiaolu QU ; Shanshan LI ; Yan QU ; Dan HU
Chinese Critical Care Medicine 2020;32(1):72-77
Objective:To evaluate the nutritional status of patients in intensive care unit (ICU) by using nutritional risk screening 2002 scale (NRS2002), subjective general assessment (SGA) and critical illness nutritional risk score (NUTRIC), and to compare the characteristics and applicability of three scoring tools.Methods:A cross-sectional survey was conducted. 315 patients admitted to the comprehensive ICU of Affiliated Qingdao Municipal Hospital of Qingdao University from April 2018 to July 2019 were enrolled. Basic information of patients was collected, and patients were divided into two groups with 65 years old as the standard to compare the nutritional status of patients among different genders and ages. The nutritional status of patients were assessed by NRS2002, SGA, and NUTRIC. Height, weight, body mass index (BMI), triceps skinfold thickness (TSF), upper arm circumference (AC), leg circumference (LC), and other related parameters of human nutrition were measured. Total protein (TP), albumin (Alb), prealbumin (PA), serum creatinine (SCr), blood urea nitrogen (BUN), total cholesterol (TC), triglyceride (TG), total number of lymphocytes (LYM), hemoglobin (Hb), C-reactive protein (CRP) and other blood biochemical indicators were performed. Spearman rank correlation analysis was used to analyze the correlation between the three nutrition evaluation scales and other objective nutrition parameters. Binary multivariate Logistic regression analysis was used to evaluate the influencing factors of nutritional status with three scales of patients in ICU.Results:Among 315 patients in ICU, 183 were male and 132 were female. There were 143 patients < 65 years old and 172 ≥ 65 years old. In male patients, the acute physiology and chronic health evaluation Ⅱ (APACHEⅡ) score, age and BUN of patients aged ≥ 65 years old were significantly increased, and the height, weight, BMI, TSF, AC, LC, Alb and PA were significantly lowered as compared with those aged < 65 years old, while the difference in other indicators was not statistically significant. In the female patients, the APACHEⅡ score, age, SCr and BUN of the patients aged ≥ 65 years old were significantly increased, the height, Alb, PA and Hb were significantly decreased as compared with those aged < 65 years old, and the difference in other indicators was not statistically significant. The proportion of patients with nutritional risk evaluated by NRS2002 (NRS2002 score ≥ 3) was 87.62% (276/315). SGA showed that the proportion of malnourished patients (SGA was grade B or C) was 62.86% (198/315). NUTRIC showed 66.03% of patients (208/315) in high nutritional risk (NUTRIC score ≥ 5). Spearman rank correlation analysis showed that there were significant correlations among NRS2002, SGA and NUTRIC of patients in ICU ( rNRS2002 with SGA = 0.522, rNRS2002 with NUTRIC = 0.392, rSGA with NUTRIC = 0.442, all P < 0.01). Among the three assessment tools, SGA had the best correlation with blood biochemical indicators and body measurements to assess nutritional status, followed by NRS2002, and NUTRIC had the worst correlation. Binary multivariate Logistic regression showed that APACHEⅡ score, BMI, AC, BUN and TG were factors influencing NRS2002 assessment of nutritional status in ICU patients [odds ratio ( OR) were 2.535, 0.404, 1.438, 0.858, and 2.391, respectively, all P < 0.05]; APACHEⅡ score, age, weight, TP, BUN, LYM and CRP were influence factors of SGA for evaluating the malnutrition of patients in ICU ( OR values were 1.074, 1.038, 0.921, 0.947, 1.077, 1.625 and 0.991, respectively, all P < 0.05); APACHEⅡ score, age, LYM and CRP were the influence factors of NUTRIC assessment for malnutrition of patients in ICU ( OR values were 1.159, 1.049, 0.715 and 0.995, respectively, all P < 0.05). Conclusions:The nutrition status of ICU patients evaluated by NRS2002, SGA and NUTRIC was simple and easy to operate, and the positive screening rate of NRS2002 was the highest, which was suitable for patients with mild conditions in ICU. SGA is the most valuable tool to evaluate the nutritional status of ICU patients. NUTRIC has a poor correlation with objective indicators reflecting nutritional status, while its indicators are objective and easy to obtain, which is suitable for ICU patients with critical condition and unclear consciousness. Nutritional assessment tools should be integrated with the patient's gender, age, anthropometric and biochemical indicators.
7.Pertussis antibody titers in pregnant women's venous blood and cord blood—a survey from three women and children's hospitals in Beijing
Chi LI ; Jiuye GUO ; Li GUAN ; Fangfang GUO ; Rong MI ; Jin FU ; Xiaodai CUI ; Fei XIAO ; Guanfu MA ; Yanyu LYU ; Shanshan GENG ; Lingling DENG ; Yun CHENG ; Dongmei FU ; Guiyun WANG
Chinese Journal of Neonatology 2019;34(5):338-342
Objective To study the levels of antibodies against bordetella pertussis among pregnant women and neonates in Beijing. Method From December 2016 to March 2017, pregnant women and their newborns from three women and children′s hospitals in Beijing were enrolled in this study. 3 ml of venous blood from the mothers and 3 ml of umbilical cord blood from neonates were drawn.Pertussis bacillus IgG antibody (PER-IgG) and pertussis toxin IgG antibody (PT-IgG) were tested using enzyme-linked immunosorbent assay. χ2 test was used to compare the positive rate of pertussis IgG antibodies in maternal and cord blood in the three hospitals. Correlational analyses of the antibodies levels in each hospital were conducted. The demographic characteristics, history of cough during pregnancy and history of DTaP vaccination of the mothers were collected via questionnaires. Result A total of 612 pairs of venous blood and cord blood samples were collected, including 4 mothers delivered twins and 616 cases of cord blood sample were collected. No history of pertussis were found in the 612 mothers. Among the 616 cases of umbilical cord blood, positive rate of PER-IgG was 13.3% (82/616), positive rate of PT-IgG was 0.5% (3/616). Among 612 cases of venous blood from the mothers, positive rate of PER-IgG was 7.7% (47/612), positive rate of PT-IgG was 0.3% (2/612). Positive rates of PER-IgG and PT-IgG in the mothers′ venous blood were not correlated with their residences (P=0.676 and 0.544). Positive rates of PER-IgG (r=0.842, P<0.001) and PT-IgG (r=0.619, P<0.001) in the mothers′ blood were positively correlated with the positive rate in umbilical cord blood. Conclusion This study shows that the positive rate of PER-IgG is very low in the maternal and umbilical cord blood in Beijing. Positive correlations of PER-IgG and PT-IgG between mother and umbilical cord blood were existed. Most mothers and their newborns do not have enough protection against pertussis.
8.The neural function repair and mechanism of (-)-epicatechin on murine traumatic brain injury
Tian CHENG ; Wenwen LIU ; Shanshan MA ; Tongwen SUN ; Fangxia GUAN
Chinese Journal of Emergency Medicine 2019;28(5):567-573
Objective To investigate whether (-)-epicatechin plays a role in neurological repair on traumatic brain injury in mice.Methods The mice model of traumatic brain injury was established by modified weight drop method.Experimental mice were randomly (random number) divided into the injury+ (Veh) group and the injury + (-)-epicatechin (EC) group.At 3 days after operation,the expression of IL-1β and TNF-α were detected.The number of necrotic cells of the lesion area was detected by PI staining.At 28 days after SCI,Morris Water Maze test was performed to observe the ability of spatial learning and memory in mice.The expression of neurotrophic factors BDNF and NGF were examined by qRT-PCR.The expression of NeuN was detected by immunofluorescence staining.EdU staining was used to observe the neurogenesis in the SGZ region.Results Compared with the Veh group,EC treated group showed better spatial learning and memory ability in time spent in correct quadrant at day 27 and 28 [24 d:(26.333±5.037)% vs (26.583±5.802)%,P=0.938;25 d (33.300±4.724)% vs (29.767±3.347)%.P=0.166;26 d:(41.017±7.246)% vs (32.800±8.145)%,P=0.095;27 d:(48.017±7.424)% vs (35.267±6.748)%,P=0.011;28 d:(51.617±9.017)% vs (41.116±6.467)%,P=0.043] and in latency to platform at day 27 and 28 [24 d:(62.967±5.494) s vs (63.917±7.027) s,P=0.800;25 d:(50.533±10.305) s vs (57.217±13.085) s,P=0.349;26 d:(40.333± 10.526) s vs (50.133±11.039) s,P=0.147;27 d:(28.717±4.137) s vs (44.533±7.181) s,P=0.001;28 d:(21.950±6.889) s vs (37.567±5.974) s,P=0.002].There was a decreased expression of IL-lβ and TNF-α and increased level of neurotrophic factor BDNF and NGF after EC treatment in EC treatment group,compared to the veh treatment group [IL-1β and TNF-α:(42.690±3.057) ng/mL and (750.167±51.941) ng/mL vs (71.670±4.996) ng/mL and (1 085.167±68.535) ng/mL,P=0.000 6 and 0.003;BDNF and NGF:0.543±0.033 and 0.334±0.041 vs 0.756±0.088 and 0.514±0.047,P=0.048 and 0.017)].EC decreased the cell death near injury area (54.833±5.486 vs 74.000±5.323,P=0.031),increased NeuN positive cells (76.667±6.386 vs 42.167±5.237,P=0.002),and increased neurogenesis in SGZ area (12.667±0.760 vs 7.500±1.258,P=0.031).Conclusions (-)-Epicatechin plays an important role in functional recovery after traumatic brain injury in mice.The underlying mechanisms are closely related to inhibited inflammation,enhanced neurotrophic factors and improved neurogenesis.
9.Exploration of the process of prenatal screening and diagnosis for women with advanced maternal age based on results of 351 cases of fetal chromosomal abnormalities.
Yuan DONG ; Meng ZHANG ; Yipeng WANG ; Shanshan LI ; Xiaojiao GUAN ; Wei LYU
Chinese Journal of Medical Genetics 2019;36(6):538-542
OBJECTIVE:
To explore the suitable process for prenatal screening and diagnosis for women with advanced maternal age.
METHODS:
From January 2014 to November 2017, the indications and distributions of prenatal diagnosis for women with advanced maternal age only or accompanying with positive maternal serum test screening and non-invasive prenatal testing (NIPT), abnormal fetal ultrasound, one harboring chromosomal abnormalities or anomalous reproductive history were analyzed. The rate of fetal chromosomal abnormalities was compared between different groups.
RESULTS:
The 351 pregnant women with fetal chromosomal abnormalities have included 196 cases with advanced maternal age, 26 with positive maternal serum test, 96 with high-risk by NIPT, 14 with abnormal fetal ultrasound, 15 with one partner harboring chromosomal abnormalities, and 4 with anomalous reproductive history. Assuming that all pregnant women had undergone maternal serum test screening or NIPT without amniocentesis, the detection rate of fetal chromosome abnormality would be 51.0% and 69.2%, respectively. However, should these women have received both tests, the detection rate would be as high as 84.6%. Should those with one partner harboring chromosomal abnormalities undergone maternal serum test screening or NIPT without amniocentesis, the detection rate of fetal chromosomal abnormality would only be 6.7%.
CONCLUSION
Should pregnant women with advanced maternal age undergo both maternal serum test and NIPT, the detection rate of fetal chromosomal abnormality will be higher than those receiving only maternal serum test screening or NIPT. Couples with one partner harboring chromosomal abnormalities should undergo prenatal diagnosis by amniocentesis.
Amniocentesis
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Chromosome Aberrations
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Chromosome Disorders
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Female
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Humans
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Maternal Age
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Pregnancy
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Prenatal Diagnosis
10.Application of three dimensional sampling perfection with application optimized contrasts using different flip angle evolutions in the follow-up of intracranial artery stenting
Jia CHENG ; Chao LIU ; Shanshan XIE ; Haowen XU ; Sheng GUAN
Chinese Journal of Radiology 2019;53(3):224-228
Objective To explore the value of three dimensional sampling perfection with application optimized contrasts using different flip angle evolutions (3D-SPACE)magnetic resonance for postoperative follow-up of intracranial artery stent. Methods The clinical and imaging data of 19 patients with intracranial atherosclerotic stenosis after stent implantation were collected retrospectively from April 2017 to April 2018 in the Department of Neurology, First Affiliated Hospital of Zhengzhou University. 3D-SPACE sequence magnetic resonance examination was performed within 3 days after digital substraction angiography (DSA). Double-blind readings of DSA and MRI images were performed by two physicians, and the degree of lumen stenosis in the stent was measured by the WASID study method. The intra-group correlation coefficient was used to evaluate the consistency of the DSA and 3D-SPACE sequence measurements between the two physicians.The sensitivity, specificity, positive predictive value, and negative predictive value of 3D-SPACE sequence measurement results were evaluated using DSA as the gold standard. Paired sample t test was used to compare the difference in the degree of stenosis between the 3D-SPACE sequence and the DSA. Results Good inter-observer agreement was noted between the two physicians. The ICC value of DSA was 0.903 (P<0.01), and the ICC value of the 3D-SPACE sequence was 0.875 (P<0.01). With DSA as the gold standard, the sensitivity, specificity, positive predictive value and negative predictive value of the 3D-SPACE sequence in the diagnosis of stent stenosis were 100.0%, 80.0%, 81.8%, and 100.0%, respectively. The average stenosis degree in the stent measured by DSA was (51.7 ±19.2)%, and the 3D-SPACE sequence was (55.5 ± 18.9)%. The difference was not statistically significant (t=1.675, P=0.111). Conclusions 3D-SPACE sequence magnetic resonance imaging can be used as a non-invasive imaging method for follow-up after intracranial stenting.


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