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Correlation analysis between facial feature-based traditional Chinese medicine inspection of spirit classification and Beck Depression Inventory score
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作者 Shan LU Xubo SHANG +2 位作者 Dong YANG Junfeng YAN Xiaoye WANG 《Digital Chinese Medicine》 2025年第2期147-162,共16页
Objective To determine the correlation between traditional Chinese medicine(TCM)inspec-tion of spirit classification and the severity grade of depression based on facial features,offer-ing insights for intelligent int... Objective To determine the correlation between traditional Chinese medicine(TCM)inspec-tion of spirit classification and the severity grade of depression based on facial features,offer-ing insights for intelligent intergrated TCM and western medicine diagnosis of depression.Methods Using the Audio-Visual Emotion Challenge and Workshop(AVEC 2014)public dataset on depression,which conclude 150 interview videos,the samples were classified ac-cording to the TCM inspection of spirit classification:Deshen(得神,presence of spirit),Shaoshen(少神,insufficiency of spirit),and Shenluan(神乱,confusion of spirit).Meanwhile,based on Beck Depression Inventory-II(BDI-II)score for the severity grade of depression,the samples were divided into minimal(0-13,Q1),mild(14-19,Q2),moderate(20-28,Q3),and severe(29-63,Q4).Sixty-eight landmarks were extracted with a ResNet-50 network,and the feature extracion mode was stadardized.Random forest and support vectior machine(SVM)classifiers were used to predict TCM inspection of spirit classification and the severity grade of depression,respectively.A Chi-square test and Apriori association rule mining were then applied to quantify and explore the relationships.Results The analysis revealed a statistically significant and moderately strong association be-tween TCM spirit classification and the severity grade of depression,as confirmed by a Chi-square test(χ^(2)=14.04,P=0.029)with a Cramer’s V effect size of 0.243.Further exploration us-ing association rule mining identified the most compelling rule:“moderate depression(Q3)→Shenluan”.This rule demonstrated a support level of 5%,indicating this specific co-occur-rence was present in 5%of the cohort.Crucially,it achieved a high Confidence of 86%,mean-ing that among patients diagnosed with Q3,86%exhibited the Shenluan pattern according to TCM assessment.The substantial Lift of 2.37 signifies that the observed likelihood of Shenlu-an manifesting in Q3 patients is 2.37 times higher than would be expected by chance if these states were independent-compelling evidence of a highly non-random association.Conse-quently,Shenluan emerges as a distinct and core TCM diagnostic manifestation strongly linked to Q3,forming a clinically significant phenotype within this patient subgroup. 展开更多
关键词 Traditional Chinese medicine inspection of spirit classification Severity grade of depression Facial feature analysis ResNet landmark extraction Association rule mining Clinical intelligent diagnosis
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Status of Oral Prosthetic Rehabilitation of Edentulism at the University Clinics of Kinshasa (CUK), DR Congo 被引量:1
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作者 I. B. J. P. Sekele M. K. H. Ntumba +2 位作者 P. S. J. Lutula M. N. P. Sekele B. F. Nymi 《Open Journal of Stomatology》 2021年第6期244-249,共6页
<strong>Objective: </strong>The present work aimed to identify the most common edentulousness and prosthesis type (prosthetic treatment), to improve the management in oral prosthetic rehabilitation in DR C... <strong>Objective: </strong>The present work aimed to identify the most common edentulousness and prosthesis type (prosthetic treatment), to improve the management in oral prosthetic rehabilitation in DR Congo. <strong>Material and Methods: </strong>It was a documentary, longitudinal, and retrospective study of the medical records of edentulous patients admitted to the prosthetic service of the Dental Department/Kinshasa University from January 1983 to December 2020. Age, sex, cause of teeth loss, and prosthetic treatment (partial removable prosthesis, complete removable prosthesis) were evaluated. The Chare square test was performed to compare significant differences between the variables and the P-value < 0.05 was set as significant. <strong>Results:</strong> One thousand six hundred and ninety patients in that 901 were men (47 ± 16 years) and 789 women (42 ± 15 years) had undergone prosthetic treatment. One thousand eight hundred and forty-four edentulous teeth were viewed according to the Kennedy classification. Kennedy class 1 was the most predominant (61.4%) followed by Kennedy class 3 (24.8%). Two thousand one hundred and ninety-one prostheses were performed. The removable partial prosthesis with plate (acrylic resin) was the most performed (78.8%;n = 1727) and followed by the joint (17.4%;n = 384). Dental caries (52.6%) and periodontitis (36.4%) were the main causes of these edentulous teeth. <strong>Conclusion: </strong>The present study showed that edentulism is becoming a concern for the implementation of a real oral health policy. 展开更多
关键词 Prosthetic Rehabilitation Edentulousness
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Inhibitory Effect of Alpha‑Mangostin to Dengue Virus Replication and Cytokines Expression in Human Peripheral Blood Mononuclear Cells
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作者 Zaenal Sugiyanto Benediktus Yohan +6 位作者 Soeharyo Hadisaputro Edi Dharmana Catharina Suharti Winarto Kis Djamiatun Fifin LRahmi R.Tedjo Sasmono 《Natural Products and Bioprospecting》 CAS 2019年第5期345-349,共5页
Massive pro-inflammatory cytokines production has been correlated with the pathogenesis of severe dengue disease.The active compound of mangosteen fruit pericarps,α-mangostin,has been commonly used as traditional med... Massive pro-inflammatory cytokines production has been correlated with the pathogenesis of severe dengue disease.The active compound of mangosteen fruit pericarps,α-mangostin,has been commonly used as traditional medicine and dietary supplement.We examined the effect ofα-mangostin against dengue virus(DENV)infection in human peripheral blood mononuclear cells(PBMC)by the measurement of virus titer and TNF-αand IFN-γcytokines concentration post infection.Increasing concentration ofα-mangostin inhibited virus replication and reduced inflammatory cytokines expression at 24-and 48-h post infection.Our results support the potential use ofα-mangostin as anti-antiviral and anti-inflammatory therapies in the treatment of dengue. 展开更多
关键词 DENGUE ANTIVIRAL Mangostin CYTOKINE PBMC
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Overcoming flood and desiccation made by implementing artificial recharge toward absorption reservoir
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作者 Teddy W. Sudinda Teddy 《Chinese Journal Of Geochemistry》 EI CAS 2006年第B08期156-157,共2页
关键词 水库 洪水 控制措施 吸收作用 含水层
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稀有金属伟晶岩的地球化学和岩石成因:以刚果(金)Karagwe-Ankole成矿带Kivu地区Lemera锡矿床为例
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作者 Rub’son N’nahano-Ruhindwa HERITIER Moïse LUEMBA +3 位作者 李欢 Charles NZOLANG Donat KAMPATA Joseph NTIBAHANANA 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2023年第6期1873-1892,共20页
本文报道刚果(金)Karagwe-Ankole成矿带Kivu地区Lemera花岗伟晶岩型锡矿床的岩石成因和地球化学研究结果。从露头采集7个花岗岩伟晶岩样品,并采用ICP-MS和XRF光谱法对其进行全岩岩石地球化学分析。花岗伟晶岩具有较高的Al_(2)O_(3)、较... 本文报道刚果(金)Karagwe-Ankole成矿带Kivu地区Lemera花岗伟晶岩型锡矿床的岩石成因和地球化学研究结果。从露头采集7个花岗岩伟晶岩样品,并采用ICP-MS和XRF光谱法对其进行全岩岩石地球化学分析。花岗伟晶岩具有较高的Al_(2)O_(3)、较低的Fe_(2)O_(3)(T)和MgO含量(平均值分别为12.95%、0.96%和0.16%,质量分数),岩石铝饱和指数范围为1.33~2.05。一些重要稀有金属的丰度以及相关关键参数计算结果如下:Sn((1~138)×10^(-6))、Ta((0.20~0.60)×10^(-6))、Nb((1~8)×10^(-6))、Cs((1.20~3.20)×10^(-6))、Rb((3~223)×10^(-6))、Zr((7~201)×10^(-6));w(K)/w(Rb)(150~272);w(K)/w(Cs)(9.06~23.3),w(Nb)/w(Ta)(3.33~14)。结果表明,Lemera花岗伟晶岩形成于碰撞后期至后碰撞的构造环境中,由过铝质S型花岗岩岩浆结晶而成,岩浆经历了强烈的分离结晶作用。该岩体具有锡和锆的矿化。 展开更多
关键词 Kibaran成矿带 Lemera花岗伟晶岩 锡矿床 S型花岗岩 分离结晶
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Periodontal Diseases in Pregnant Women in Prenatal Consultation
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作者 Ekofo Edize Nyimi Bushabu Fidele +3 位作者 Mbungu Mwimba Mantshumba Milolo Augustin Em Kalala Kazadi Sekele Isourady Bourley 《Open Journal of Stomatology》 2021年第9期349-359,共11页
<strong>Background:</strong> The relationship between pregnancy and periodontal health had well documented in the literature. Of many studies of periodontal diseases in the Democratic Republic of Congo, no... <strong>Background:</strong> The relationship between pregnancy and periodontal health had well documented in the literature. Of many studies of periodontal diseases in the Democratic Republic of Congo, no study had evaluated these diseases in pregnant women during Prenatal Consultation (PC). This study aimed to describe the occurrence and clinical profile of periodontal diseases in pregnant women admitted to the PC at the General Military Hospital of BOBILA. <strong>Materials and Methods:</strong> It is a cross-sectional and analytical study of pregnant women admitted to the PC from August to December 31, 2018, at the General Reference Military Hospital of BOBILA/Kinshasa City. The data were collected through a survey combined with the stomatological interview. Sociodemographic data, clinical and periodontal indices included Oral Hygiene Index Simplified (OHI-S), Bleeding on Probing (BOP), and Periodontal Disease Index (PDI) were assessed. The statistical analyses were carried out using the SPSS version 20.0 software. The Chi-square tests, Student t-test were used to determine differences in the distribution of variables, and the odd Ratio with a confidence interval (IC) at 95% was used to estimate the degree of association. The results were significant at p < 0.05. <strong>Results:</strong> Of the 105 pregnant women received at the PC, 83 were included in this study. The age group between 20 - 29 was the most represented, with a predominance of stay-at-home mothers (75.9%) and married cases (73.4%), they had an average economic status (56.6%) and a secondary education level (63.8%). Gingival bleeding (44.6%) was the main complaint of the pregnant. Gestational age was a significant factor associated with gum bleeding (p < 0.005). Most of the pregnant had poor oral hygiene, localized gravidities (69.6%) during the third semester. <strong>Conclusion:</strong> A significant proportion of women had experienced periodontal diseases during the pregnancy period, mostly in the third trimester, and was associated with a gestational age of pregnant women. 展开更多
关键词 Periodontal Diseases Clinical Profile Pregnant Women
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