论著

超声引导下针刺蝶腭神经节治疗过敏性鼻炎的随机对照研究

Ultrasound-guided acupuncture at the sphenopalatine ganglion for the treatment of allergic rhinitis:A randomized controlled study

:105-110
 
       目的   观察超声引导下针刺蝶腭神经节治疗过敏性鼻炎的临床疗效。方法   将80例过敏性鼻炎患者随机分成干预组(40例)和对照组(40例),干预组采用超声引导针刺蝶腭神经节,对照组采用常规方法针刺蝶腭穴,每周2次,持续4周。结果   治疗4周后,干预组和对照组均显示出良好疗效。干预组的总有效率为92.50%,对照组的总有效率为82.50%,差异有统计学意义(P<0.05);干预组在鼻症状总分(TNSS)、非鼻症状总分(TNNSS)、视觉模拟量表(VAS)和鼻结膜炎生活质量问卷(RQLQ)等指标上的改善均优于对照组(P<0.05)。结论   超声引导下针刺蝶腭神经节治疗过敏性鼻炎能有效改善患者的临床症状。
   Objective  To investigate the main clinical effect of acupuncture of pterygopalatine ganglion on patients with allergic rhinitis under the guidance of ultrasound.Methods  A total of 80 patients with allergic rhinitis were randomly divided into intervention group and control group.The intervention group was treated with ultrasound guided acupuncture of the sphenopalatine 
ganglion,the control group was treated with conventional acupuncture at sphenopalatine point.The clinical efficacy was determined after the course of treatment.Results  The total effective rate was 92.50% in the intervention group and 82.50% in the control group.The improvement of total nasal symptom score,total non-nasal symptom score,VAS and Arhinoconjunctivitis Quality of Life Questionnaire scores in the treatment group was significantly better the control group Conclusions  Ultrasound-guided acupuncture of the sphenopalatine ganglion can improves clinical symptoms of patients with allergic rhinitis.
论著

桂枝加芍药汤个体化干预治疗儿童功能性腹痛的临床效果观察

Clinical effect observation of individualized intervention of Guizhi plus Shaoyao Decoction in the treatment of functional abdominal pain disorders in children

:95-99
 
        目的   观察桂枝加芍药汤个体化干预治疗儿童功能性腹痛的临床疗效。方法   选取2023年100名在广东省妇幼保健院门急诊就诊确诊为儿童功能性腹痛患儿。100名儿童随机分为两组,益生菌组50名、益生菌+中药个体化干预组50名。连续治疗1周。记录两组患儿卧立位心率、卧立位血压、Rutter 儿童行为量表和中医临床症状的改善情况。结果   益生菌+中药个体化干预组患儿治疗后卧立位心率和Rutter儿童行为量表中N行为评分比益生菌组下降,中医临床症状评分的有效率优于益生菌组。结论   桂枝加芍药汤个性化干预治疗儿童功能性腹痛疗效显著。
    Objective  To observe the clinical efficacy of individualized intervention with Guizhi plus Shaoyao Decoction in children with functional abdominal pain disorders(FAPDs).Methods  A total  of  100  children  diagnosed with  FAPDs at the outpatient and emergency departments of Guangdong Women and Children Hospital were selected.These children were randomly divided into two groups:the probiotics group(50 cases)and the probiotics+traditional Chinese medicine individualized intervention group(50 cases).Both groups received continuous treatment for 1 week.Parameters including  supine/upright heart rates,supine/upright blood pressure,Rutter Children’s Behavior Questionnaire,and improvements in traditional Chinese clinical symptom scores were recorded.Results  The probiotics+traditional Chinese medicine individualized intervention group exhibited significantly greater reductions in supine/upright heart rates and N-behavior scores compared to the probiotics group.The effective rate of Chinese clinical symptom scores was also significantly higher in the individualized intervention group.Conclusions  Individualized intervention of Guizhi plus Shaoyao Decoction has a remarkable efficacy in treating FAPDs in children.
论著

LAMP3 基因表达与肾癌之间的因果关系:一项基于孟德尔随机化分析的研究

Causal relationship between LAMP3 gene expression and renal cancer:A Mendelian randomization analysis

:88-94
 
       目的   探讨溶酶体相关膜蛋白3(LAMP3)与肾癌发病风险之间的因果关系,为肾癌的分子致病机制提供新的理论依据。方法   基于全基因组关联研究(GWAS)数据,采用孟德尔随机化分析方法,评估LAMP3基因表达与肾癌的因果关系。并通过GEPIA2分析LAMP3表达对肾癌总体生存期(OS)及无病生存期(DFS)的关系。结果  LAMP3基因变异与肾癌风险呈正相关,提示LAMP3的表达可能增加肾癌的发病风险。此外,GEPIA2分析进一步显示,LAMP3的高表达与肾癌患者的低总体生存期(OS)及无病生存期(DFS)显著相关。结论   本研究通过孟德尔随机化分析探讨了LAMP3基因表达与肾癌的因果关系,结果表明LAMP3可能是肾癌的潜在致病因子,并与肾癌预后相关。这为肾癌的分子致病机制研究提供了重要的理论依据,并为未来的生物标志物和靶向治疗策略的开发提供了新的思路。
        Objective  To investigate the causal  relationship  between LAMP3 expression and  renal cancer  risk  using Mendelian randomization analysis,providing a theoretical basis for understanding the molecular mechanisms underlying renal cancer.Methods  This study utilized data from genome-wide association studies(GWAS)and employed Mendelian randomization analysis to assess the causal relationship between LAMP3 gene expression and renal cancer.Additionally,GEPIA2 was used to examine the association between LAMP3 expression and overall survival(OS)and disease-free survival(DFS)in renal cancer patients.Results  Variants in the LAMP3 gene were positively correlated with renal cancer risk,suggesting that LAMP3 expression may increase the likelihood of developing renal cancer.Furthermore,GEPIA2 analysis  revealed that high expression of LAMP3 was significantly associated with lower OS and DFS in renal cancer patients.Conclusions  This study explored the causal  relationship between LAMP3 gene expression and renal cancer through Mendelian randomization analysis.The results indicate that LAMP3 may be a potential pathogenic factor in renal cancer and is associated with poor prognosis.These findings provide important theoretical insights into the molecular mechanisms of  renal cancer and offer new perspectives for the development of biomarkers and targeted therapeutic strategies in the future.
论著

孕中晚期口腔二维轴向切面超声诊断唇腭裂类型的价值研究

The value of two-dimensional axial sectional ultrasonography in the diagnosis of cleft lip and palate in the second and third trimesters of pregnancy

:83-87
 
       目的   探讨孕中晚期口腔二维轴向切面超声在产前诊断胎儿唇腭裂中的应用价值,评估其对唇裂、唇腭裂及继发腭裂的检出率和准确性。方法   本研究为前瞻性研究,共纳入2020年3月—2023年12月在我院超声科行产前超声诊断的3 666例孕中晚期胎儿,其中经超声检查诊断出111例唇腭裂,这些病例归为唇腭裂组,其余3 555例归入正常对照组。所有受试者均通过口腔二维轴向切面超声进行评估,诊断结果经产后随访确认。结果   在正常对照组中,上唇及上牙槽突的评估成功率为100%,软硬腭分界线显示率为99%,软腭显示率为85%。在唇腭裂组中,超声对唇裂、唇腭裂及继发腭裂的检出率分别为45%、48%和7%,且超声诊断的灵敏度、特异度和预测值均超过98%。结论   孕中晚期口腔二维轴向切面超声在产前诊断胎儿唇腭裂中具有较高的准确性和可靠性,为早期干预和临床管理提供了重要的影像学依据。
       Objective  To explore the application value of two-dimensional axial section ultrasound in prenatal diagnosis of fetal cleft lip and palate in the second and third trimesters of pregnancy,and to evaluate its detection rate and accuracy for cleft lip,cleft lip and palate,and secondary cleft palate.Methods  This study is a prospective study that included 3 666 fetuses in the second and third trimesters of pregnancy.Among them,111 cases of cleft lip and palate were diagnosed by ultrasound examination.These cases were classified as the cleft lip and palate group,and the remaining 3 555 cases were classified as the normal control group.All subjects were evaluated by oral two-dimensional axial section ultrasound,and the diagnostic  results were confirmed by postpartum follow-up.Results  In the normal control group,the success rates of evaluating the upper lip and upper alveolar process were 100%.The present rate of the soft hard palate boundary was 99%,and the present rate of the soft palate was 85%.In the cleft lip and palate group,the detection rates of cleft lip,cleft lip and palate,and secondary cleft palate by ultrasound were 45%,48% and 7% respectively,and the sensitivity,specificity,and predictive value of ultrasound diagnosis exceeded 98%.Conclusions  Two dimensional axial section ultrasound of the oral cavity in second and third trimesters of pregnancy has high accuracy and reliability in prenatal diagnosis of fetal cleft lip and palate,providing strong imaging evidence for early intervention and clinical management.
论著

临床特征联合外周血血管内皮生长因子和 α- 羟基丁酸脱氢酶对卵巢癌的诊断价值

Diagnostic value of clinical features combined with peripheral blood vascular endothelial growth factor and α-hydroxybutyrate dehydrogenase levels in ovarian cancer

:77-82
 
        目的   探讨临床特征联合外周血血管内皮生长因子(VEGF)与α-羟基丁酸脱氢酶(α-HBDH)对卵巢癌的诊断价值。方法   选取2022年6月—2024年6月在天津市中心妇产科医院妇科接收的84例卵巢癌恶性肿瘤患者纳入观察组,同期选取84例卵巢良性病变患者纳入对照组。对比两组患者临床资料及VEGF、α-HBDH水平的差异,分析VEGF、α-HBDH水平与卵巢癌恶性肿瘤患者临床特征的相关性。采用二元Logistics回归分析卵巢癌恶性肿瘤的独立危险因素,并采用受试者工作特征(ROC)曲线分析VEGF、α-HBDH水平诊断卵巢癌恶性肿瘤的价值。结果   观察组年龄、身体质量指数(BMI)及血清CA125、HE4、VEGF、α-HBDH水平显著高于对照组(P<0.05),VEGF与α-HBDH水平与国际妇产科联盟(FIGO)分期、分化等级及淋巴结转移均呈正相关关系(P<0.05)。将年龄、BMI、VEGF、α-HBDH作为自变量纳入二元Logistic回归,结果显示BMI、VEGF、α-HBDH是卵巢癌恶性肿瘤的影响因素(P<0.05),ROC曲线分析显示,联合检测VEGF和α-HBDH的AUC达0.921,灵敏度和特异度分别为81.0%和91.7%,优于单独检测(VEGF:AUC=0.702;α-HBDH:AUC=0.796)。结论  BMI联合VEGF与α-HBDH检测可为卵巢癌的诊断提供高效、无创的辅助手段,具有重要临床应用潜力
      Objective  To explore the  diagnostic value of clinical features combined with  peripheral  blood vascular endothelial growth factor(VEGF)and α-hydroxybutyrate dehydrogenase(α-HBDH)levels in ovarian cancer.Methods  A total of 84 patients with malignant ovarian cancer admitted to the gynecology department of Tianjin Central Hospital of Gynecology and Obstetrics from June 2022 to June 2024 were included in the observation group,and 84 patients with benign ovarian lesions during the same period were included in the control group.The clinical data and VEGF,α-HBDH levels of the two groups were compared.Pearson analysis was used to explore the correlation between VEGF,α-HBDH levels,and clinical characteristics of patients with malignant ovarian cancer.Binary Logistic regression analysis was conducted to identify independent risk factors for malignant ovarian cancer,and receiver operating characteristic(ROC) curves were used to analyze the diagnostic value of VEGF and α-HBDH levels for malignant ovarian cancer.Results  The observation group had significantly higher age,BMI,and serum CA125,HE4,VEGF,α-HBDH levels compared to the control group(P<0.05).VEGF and α-HBDH levels were significantly positively correlated with FIGO stage,differentiation grade,and lymph node metastasis(P<0.05).Age,BMI,VEGF,and α-HBDH were included as independent variables in binary Logistic regression,and the results showed that BMI,VEGF,and α-HBDH levelswere independent risk factors for malignant ovarian cancer(P<0.05).ROC curve analysis  revealed that the AUC for combined detection of VEGF and α-HBDH reached 0.921,with sensitivity and specificity of 81.0% and 91.7%,respectively,significantly superior to individual detection(VEGF:AUC=0.702;α-HBDH:AUC=0.796).Conclusions  The detection of BMI combined with VEGF and α-HBDH levels can provide an efficient and noninvasive auxiliary means for the diagnosis of ovarian cancer,which has important clinical application potential.
论著

基于超声与钼靶报告及影像的大模型诊断性能评估

Evaluation of large language models’ diagnostic performance based on ultrasound and mammography reports and images

:70-76
 
       目的   评估ChatGPT 4与Llama 3微调模型在乳腺癌诊断中的应用效果,特别是在超声、钼靶及超声联合钼靶的非结构化报告和影像诊断方面。方法   回顾性收集了689例同时接受乳腺超声和钼靶检查的患者数据,比较两种模型在文本和图像模态下的诊断性能,并探讨乳腺密度对模型表现的影响。结果   在文本模态下,微调Llama 3表现优异,联合诊断准确率达91.7%,优于ChatGPT 4的71.7%。图像模态中两模型准确率均低于70%,但ChatGPT 4灵敏度较高(78.3%),Llama 3特异度突出(98.3%)。分组分析表明,在非致密型乳腺中钼靶表现更佳,而致密型乳腺中超声诊断更具优势。   大语言模型在医学图像处理和多模态整合方面仍需进一步优化,医学领域微调的大语言模型在处理非结构化临床文本方面具有潜力。
       Objective  To evaluate the application effectiveness of ChatGPT 4 and the fine-tuned Llama 3 model in breast cancer diagnosis,particularly in processing unstructured reports and diagnostic imaging of ultrasound,mammography,and their combined modalities.Methods  Retrospective data from 689 patients who underwent both breast ultrasound and mammography examinations were collected.The diagnostic performance of the two models was compared across text and image modalities,and the impact of breast density on model performance was explored.Results  In the text modality,the fine-tuned Llama 3 model performed excellently,achieving a combined diagnostic accuracy of 91.7%,outperforming 71.7% of ChatGPT 4.In the image modality,both models had accuracies below 70%,but ChatGPT 4 exhibited higher sensitivity(78.3%),while Llama 3 demonstrated outstanding specificity(98.3%).Subgroup analysis indicated that mammography performed better in non-dense breasts,whereas ultrasound was more advantageous in dense breasts.Conclusions  The large language models  still  require further optimization in medical image processing and multimodal integration,but fine-tuned large language models in the medical field show potential in handling unstructured clinical texts.
论著

非酒精性脂肪肝老年人体质辨识及中医治未病服务对其治疗效果探讨

Identification of the constitution of the elderly with nonalcoholic fatty liver disease and discussion on the therapeutic effect of preventing disease before arising

:63-69
 
       目的   研究非酒精性脂肪肝老年人体质辨识及中医治未病服务对其治疗效果。方法   选择2023年1月—2024年1月贵州中医药大学第一附属医院就诊的非酒精性脂肪性肝病老年患者70例作为研究对象,根据患者就诊顺序分配为两组。对照组35例,接受常规干预;观察组35例,其在对照组基础上予中医“治未病”理念下体质辨识干预模式。比较两组干预效果,以及干预前后血脂水平、肝功能、生存质量的变化。结果   观察组的治疗总有效率91.43%,高于对照组的68.57%,差异有统计学意义(P<0.05)。治疗前,两组各项血脂水平、肝功能、慢性肝病问卷(CLDQ)评分比较,差异无统计学意义(P>0.05);治疗后,两组各项血脂水平优于治疗前,各项肝功能低于治疗前,CLDQ评分高于治疗前,差异有统计学意义(P<0.05);治疗后,观察组的各项血脂水平优于对照组,各项肝功能低于对照组,CLDQ评分高于对照组,差异有统计学意义(P<0.05)。结论   对非酒精性脂肪性肝病老年患者而言,中医“治未病”理念下体质辨识干预服务能够提高其治疗效果,调节血脂水平的异常,改善肝功能及生存质量,值得应用。
       Objective  To study the physical identification of nonalcoholic fatty liver in the elderly and the therapeutic effect of traditional Chinese medicine on preventing disease before arising.Methods  A total of 70 elderly patients with nonalcoholic fatty liver disease treated in the First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine from January 2023 to January 2024 were selected as the study objects.Patients were assigned to two groups,control group(35 cases)received  routine intervention,observation group(35 cases)received physical identification intervention based on preventing disease before arising of traditional Chinese medicine additionally.The effect of intervention and the changes of blood lipid levels,liver function and quality of life before and after intervention were compared between the two groups.Results  The total effective rate of the observation group was 91.43%,higher than that of the control group(68.57%),the difference was statistically significant(P<0.05).Before treatment,there were no significant differences in blood lipid levels,liver function and CLDQ scores between the two groups(P>0.05).After treatment,the levels of blood lipids were better than those before treatment,liver function was lower than that before treatment,CLDQ score was higher than that before treatment,the difference was statistically significant(P<0.05).After treatment,the blood lipid levels of the observation group was better than that of the control group,the liver function was lower than that of the control group,and the CLDQ score was higher than that of the control group,with statistical significance(P<0.05).Conclusions  For elderly patients with nonalcoholic fatty liver disease,the intervention service of body constitution identification under the concept of preventing disease before arising of traditional Chinese medicine can improve the therapeutic effect,regulate the abnormal blood lipid levels,improve liver function and quality of life,which is worthy of application.
论著

护士的护理伦理敏感性现状及影响因素 Meta 分析

Meta-analysis of the current status and influencing factors of nurses’ ethical sensitivity in nursing

:56-62
 
       目的   系统评价护士的护理伦理敏感性现状及影响因素,为针对性干预提供参考。方法   检索国内外相关数据库,检索时限为2024年7月护士的护理伦理敏感性现状及影响因素的相关文献。由两名分析人员独立筛选文献、提取资料、质量评价后采用Stata 15.0和RevMan 5.3软件进行meta分析。结果   纳入16篇文献,包括4 961例研究对象。Meta分析结果显示,护士的护理伦理敏感性处于中等偏高水平,总分为[OR=67.29,95%CI(53.24,81.34)]分。年龄OR=2.78,95%CI(1.45,5.33),P=0.002]、工作年限[OR=3.55,95%CI(1.35,9.33),P=0.001]、伦理知识教育[OR=14.60,95%CI(4.24,50.32),P<0.001]、共情能力[OR=1.35,95%CI(1.01,1.80),P<0.001]、工作场所氛围[OR=1.85,95%CI(0.42,4.51),P<0.001]、工作嵌入量[OR=3.60,95%CI(0.40,32.84),P=0.001]是护士护理伦理敏感性的主要影响因素。结论   当前证据表明,护士的护理伦理敏感性处于中等偏高水平,影响因素较多,管理者需结合人群特征实施干预,以提高护士护理伦理敏感性水平。
   Objective  To systematically evaluate the current status of nurses’  ethical  sensitivity in  nursing  and influencing factors that influence it,in order to inform targeted interventions.Methods  Domestic and international databases were searched to collect literature related to the current status of nurses’ ethical sensitivity in nursing and the factors influencing it from the year of construction to July 2024.Meta-analysis was performed by two analysts independently screening the literature,extracting information,and quality evaluation using Stata 15.0 and RevMan 5.3 software.Results  Sixteen papers including 4 961 study subjects were included.Meta-analysis results showed that nurses had moderately high level of ethical sensitivity in nursing with a total score of 67.29(95%CI[53.24,81.34]).Age(OR=2.78,95%CI[1.45,5.33],P=0.002),years of experienceOR=3.55,95%CI[1.35,9.33],P=0.001),education on ethical knowledge(OR=14.60,95%CI[4.24,50.32],P<0.001),and empathic ability(OR=1.35,95%CI[1.01,1.80],P<0.001),workplace atmosphere(OR=1.85,95%CI[0.42,4.51],P<0.001),and the amount of job embeddedness(OR=3.60,95%CI[0.40,32.84],P=0.001) were the main influences on nurses’ ethical sensitivity in nursing.Conclusions  The previous evidence suggests that nurses have moderately high levels of nursing ethical sensitivity,with a high number of influencing factors,and managers need to give interventions that incorporate the characteristics of the population in order to increase the level of nursing ethical sensitivity among nurses.
论著

炎症性肠病与 IgA 肾病共病特征基因及信号通路激活模式的整合分析

Integrated analysis of shared signature genes and signaling pathway activation patterns between inflammatory bowel disease and IgA nephropathy

:46-55
 
      目的   免疫球蛋白A肾病(IgAN)与炎症性肠病(IBD)的相互作用机制尚未阐明。本研究旨在解析IBD与IgAN共病的关键特征基因及核心信号通路,以揭示肠-肾轴的分子调控网络。方法   于GEO数据库获取IBD(GSE75214)和IgAN(GSE93798)基因表达谱,筛选差异表达基因(DEGs)。通过蛋白互作网络(PPI)和拓扑算法(MCC、MNC、Degree、EPC等)识别核心特征基因,并结合公共数据库(CTD、DISEASES和GeneCards)和单细胞转录组测序(GSE171314)进行验证。通过Nephroseq数据库验证基因表达与临床表型的相关性。结果   共筛选出17个IBD-IgAN共病DEGs,PPI网络分析等确定以FOS、EGR1、CXCL2JUNB为核心特征基因。功能富集分析显示白细胞介素-17(IL-17)信号通路显著激活。单细胞测序验证FOS、EGR1、CXCL2JUNB基因在IgAN特异性高表达,并通过Nephroseq数据库验证其与尿蛋白和估算的肾小球滤过率下降(eGFR)显著相关。结论  本研究揭示IBD与IgAN共享IL-17通路异常激活及FOS、EGR1、CXCL2JUNB的基因网络,为开发基于肠-肾轴调控的靶向治疗策略提供理论依据。
       Objective  The complex interplay between immunoglobulin A nephropathy(IgAN)and inflammatory bowel disease(IBD)remains poorly understood.This  study  aimed to identify  key  cross-talk  genes  and  pivotal  signaling pathways shared between IBD and IgAN,thereby elucidating the molecular regulatory network underlying the gut-kidney axis.Methods  Transcriptomic datasets for IBD(GSE75214)and IgAN(GSE93798)were retrieved from the GEO database.Differentially expressed genes(DEGs)were screened,and shared DEGs were intersected.Protein-protein interaction(PPI)networks were constructed using STRING and Cytoscape,with topological algorithms applied to identify hub genes.Gene expression profiles were validated through(CTD,DISEASES and GeneCards)and single-cell RNA sequencing(GSE171314)and the Nephroseq database,focusing on clinical correlations with proteinuria and estimated glomerular filtration rate(eGFR).Results  Seventeen shared DEGs were identified between IBD and IgAN.PPI network analysis revealed FOS,EGR1,CXCL2 and JUNB as core hub genes.Functional enrichment analysis demonstrated significant activation of the interleukin-17(IL-17)signaling pathway.Single-cell sequencing confirmed the specific upregulation of these genes in renal tubular epithelial cells of IgAN patients,which was further validated to correlate with proteinuria and eGFR decline.Conclusions  IBD and  IgAN share aberrant activation of the IL-17 pathway and a co-regulatory gene network involving FOS,EGR1,CXCL2 and JUNB,providing a theoretical foundation for developing therapeutic strategies centered on the gut-kidney axis.
论著

基于图卷积神经网络的孤独症谱系障碍多模态数据融合与诊断模型研究

Development of an interpretable graph convolutional neural network for multimodal evidence integration and quantitative diagnosis of autism spectrum disorder

:39-45
 
       目的   针对孤独症多模态证据融合与定量化辨识的关键问题,本研究提出基于图卷积神经网络(GCN)的孤独症谱系障碍(ASD)诊断模型研究思路。方法  通过对来源于ABIDE的ASD儿童脑部fMRI数据进行整理和筛选,提取脑区功能连接矩阵作为图结构的邻接矩阵,并融合临床表型数据,构建了ASD多模态关联网络。通过网络特征比较分析,识别出了ASD与典型发育组的脑功能连接网络组间差异。进一步地构建一个端到端的GCN模型,并尝试引入注意力机制,提高模型决策的可解释性。结果  该模型在诊断性能指标优于传统机器学习方法(准确率=0.710,精确率=0.709,召回率=0.780,F1=0.743,曲线下面积=0.746)。背侧注意网络与边缘系统-颞极枢纽的功能连接减弱是模型做出判断的最主要依据。结论  以异质图为多模态数据整合的基本架构,本模型为ASD的潜在病理机制探索提供了新的方法学范例。
      Objective   To develop a quantitative model for autism spectrum disorder(ASD)integration multimodal evidences.Methods The fMRI  dataset from ABIDE was  used for extracting connectivity function  network of ASD after  data preprocessing.Difference between ASD and typical development about their brain connectivity function was evaluated with t-test.Integrating phenotypic data and fMRI dataset,an graph convolutional neural network (GCN)with attention module was estimated and compared against benchmark models about their efficiency and interpretability.Results  The GCN model was evaluated outperformed other models with better accuracy indices.And regions from Dorsal Attention Network and Limbic-Temporal Pole were ranked as the highest weights for the differentiation in the model.Conclusions  This study provided a novel paradigm for quantitative diagnosis and exploring pathogenesis of ASD.
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