1.Research progress on the application of deep learning in cephalometric analysis
CAO Lingyun ; YAN Jiarong ; TANG Bojun ; ZHAO Tingting ; HUA Fang ; HE Hong
Journal of Prevention and Treatment for Stomatological Diseases 2023;31(1):58-62
In orthodontic and orthognathic practice, cephalometric analysis is an integral tool throughout the clinical process. However, as landmark identification is still unautomated, both the conventional and semiautomated approaches are open to considerable subjectivity and could be time-consuming for inexperienced clinicians. Deep learning (DL), a state-of-the-art artificial intelligence (AI) technique, is highly effective in image recognition. In recent years, many studies have focused on the application of DL in cephalometric analysis, including automated landmark detection, automated diagnosis, cervical vertebral maturation stage determination, adenoid hypertrophy analysis and upper airway identification. Studies show that DL can effectively improve the efficiency of cephalometric analysis. In most studies, the accuracy of DL can reach more than 80%, and its difference from the gold standard is clinically acceptable, demonstrating good potential for future applications. However, most studies are limited to landmark detection, and the broadness and richness of the training dataset are limited. Future studies should broaden the research scope, improve the algorithm, elevate the richness of the datasets, and combine DL with other AI algorithms to improve its accuracy, stability and generalizability.
2.Self-rated health status and its influencing factors of medical staff in Lanzhou City
Sheng LI ; Jiarong TANG ; Yanni ZHENG ; Yuan WANG ; Yujin WANG ; Yu ZHAO ; Di YANG ; Xinrong LI ; Yali FENG ; Dongsheng ZHU ; Jinyu WANG
Journal of Environmental and Occupational Medicine 2022;39(7):775-779
Background Because of high working intensity, high responsibility, and unexpected situations, health care workers may suffer great work pressure, which may lead to health damage. Objective To explore the self-rated health status and its influencing factors such as demographic and occupational-related factors of medical staff in Lanzhou. Methods In-service medical staff were selected by using cluster random sampling method from 18 public hospitals in Lanzhou City and were investigated with a self-made questionnaire and the Self-rated Health Measurement Scale (SRHMS). SRHMS includes 48 items in 10 dimensions, which are divided into three sub-scales of physical health, mental health, and social health, and another independent dimension is overall health. The scores were converted into a percentage scale and expressed as the percentage of measured score to full score; a higher score indicated better health, and >70% was considered good health status. t test, Kruskal-Wallis H test, and Spearman correlation were used to analyze the scores of SRHMS and the demographic and occupational-related factors affecting the scores of physical, mental, and social health sub-scales. Results A total of 2989 valid questionnaires were recovered. There were statistically significant differences in total score and the scores of physical, mental, and social health among medical staff of different age, educational background, length of service, and weekly working hours groups (P < 0.05). The percentage of total score to full score in the medical staff was 71.41%, but the scores of physical, mental, and social health sub-scales and total scale of selected participants were all lower than the corresponding domestic norms (t=−3.323, −12.283, −7.157, −9.659, P < 0.05); the percentage of psychological symptoms and negative emotions in mental health scale to full score was the lowest, only 58.39%. Educational background, length of service, and weekly working hours were negatively correlated with physical health score (r=−0.061, −0.060, −0.165, P < 0.05); professional title was positively correlated with mental health score (r=0.045, P < 0.05), while educational background and weekly working hours were negatively correlated with it (r=−0.051, −0.172, P < 0.05). Monthly income, professional title, and length of service were positively correlated with social health score (r=0.040, 0.049, 0.071, P < 0.05), while educational background and weekly working hours were negatively correlated with it (r=−0.038, −0.110, P < 0.05). Conclusion The self-rated health status of selected medical staff in Lanzhou is generally good, but lower than that of the norm, especially the mental health score is the lowest. The self-rated health score of total scale is correlated with education, length of service, professional title, and working time per week.
3.Comparison of five-year survival status of patients with liver cirrhosis and esophagogastric varices bleeding treated by transjugular intrahepatic portosystemic shunt and drug combined with endoscopic treatment
Peijie LI ; Jing XU ; Lijing YAN ; Jiarong LI ; Junyi ZHENG ; Dan TANG ; Weizhi LI ; Fuquan MA ; Mengying LIU ; Hui XUE
Chinese Journal of Digestion 2021;41(5):323-329
Objective:To investigate the clinical efficacy and prognosis of transjugular intrahepatic portosystemic shunt (TIPS) and drug combined with endoscopic treatment in patients with liver cirrhosis and esophagogastric variceal bleeding (EGVB).Methods:From January 2012 to December 2013, at the First Affiliated Hospital of Xi′an Jiaotong University, the data of 147 patients with liver cirrhosis and EGVB undergoing TIPS or drug combined with endoscopic treatment were retrospectively collected, with 87 cases in TIPS treatment group and 60 in drug combined with endoscopic treatment group.The 5 years follow-up data were analyzed, and the overall survival rates, rebleeding-free survival rates and hepatic encephalopathy-free survival rates at 6 weeks, 1 year, 2 years and 5 years after treatment of two groups were compared. Independent sample t test, Mann-Whitney U test, chi-square test, Fisher exact test, Z test, log-rank test and trend test were used for statistical analysis. Results:There were no significant differences in age, gender, etiology, Child-Pugh classification, initial liver function, coagulation function, liver ascites, previous history of hepatic encephalopathy, blood pressure and preoperative blood transfusion history between the TIPS treatment group and combination of drugs and endoscopy treatment group (all P>0.05). Forty-one patients died within 5 years, of which 20 (48.8%) died of rebleeding and 6 (14.6%) died of hepatic encephalopathy. There were no significant differences in 6-week, 1-year and 2-year overall survival rates between the TIPS group and drug combined with endoscopic treatment group (all P>0.05), however the 5-year overall survival rate of the TIPS treatment group was higher than that of the drug combined with endoscopic treatment group (78.4% vs. 63.2%), and the difference was statistically significant ( Z=2.06, P=0.048). The 6-week, 1-year, 2-year, 5-year rebleeding-free survival rates of the TIPS group were 97.7%, 96.5%, 88.9% and 70.9%, respectively, which were all higher than those of the drug combined with endoscopic treatment group (86.7%, 53.3%, 43.3% and 27.1%), and the differences were statistically significant ( Z=2.35, 6.39, 6.26 and 4.80, all P<0.05). There were no significant differences in hepatic encephalopathy-free survival rates at 6 weeks, 1 year and 2 years after treatment between the TIPS group and drug combined with endoscopic treatment group (all P>0.05), however the 5-year hepatic encephalopathy-free survival rate of the TIPS treatment group was lower than that of the drug combined with endoscopic treatment group (67.7% vs. 86.7%), and the difference was statistically significant ( Z=2.28, P=0.030). The lower the Child-Pugh classification, the higher the cumulative 5-year survival rate ( χ2=6.75, P<0.01). There was no statistically significant difference in the 5-year overall survival rate in patients with the same Child-Pugh classification between the TIPS group and the drug combined with endoscopic treatment group (all P>0.05). Conclusions:The efficacy of TIPS is better than that of the drug combined with endoscopic treatment in treating EGVB. Even the long-term risk of hepatic encephalopathy of TIPS is higher, the short-term, middle-term and long-term rebleeding rate are decreased. Patients with Child-Pugh grade C do not need to avoid TIPS when choosing the treatment, the earlier the TIPS used, the better survival benefit will be obtained.
4.Effectiveness and associated factors of prevention for mother-to-child human immunodeficiency virus transmission in 536 human immunodeficiency virus-positive pregnant women in Hubei Province
Yu DONG ; Xi'en GUI ; Lei TANG ; Jiarong LIU ; Zhen TAN ; Zhijun BAO ; Hongchun LIAO ; Zhizhou DUAN ; Tao WEI ; Ke LIANG
Chinese Journal of Infectious Diseases 2018;36(2):83-89
Objective To evaluate the effectiveness and associated factors of prevention of motherto-child human immunodeficiency virus (HIV) transmission in Hubei Province,and to provide a reference for prevention of mother-to-child transmission of HIV.Methods In this prospective cohort study,HIV-positive pregnant women who were in some counties and cities of Hubei Province from January 2004 to December 2016 were enrolled.Prevention of mother-to-child transmission of HIV was conducted for these HIV-positive pregnant women and their infants,and their clinical data were collected.Descriptive analysis and x2 test were used to analyze the general characteristics of HIV-positive pregnant women and their infants.Logistic regression analysis was adopted to explore the associated factors of mother-to-child HIV transmission.Results In total,536 HIV-positive pregnant women (628 pregnancies) were found,among which,334 pregnant women and 345 infants were enrolled in this study.Twenty-four infants were HIV-positive,which was 6.96% in all infants (95%CI:4.27%-9.64%).The rates of mother-to-child HIV transmission without prevention,formula feeding only,infant medication plus formula feeding,mother and infant medication plus formula feeding were 35.71% (95%CI:21.61%-51.93%),8.82% (95%CI:2.08%-15.57%),7.41% (95%CI:0.92%-24.22%),and0.48% (95%CI:0.01%-2.64%),respectively.No antiretroviral medications during delivery (OR =14.484,95 %CI:1.740-120.577,P=0.013),breastfeeding (OR=6.542,95%CI:2.416-17.713,P=0.000),and CD4-T lymphocyte count<200 cells/μL during delivery (OR=3.060,95%CI:1.076-8.703,P=0.036) were independent risk factors of mother-to-child HIV transmission.Conclusions The rate of mother-to-child HIV transmission without prevention is high in Hubei Province,which can be significantly reduced by comprehensive interventions (mother and infant medication plus formula feeding).Thus,we should diagnose HIV-positive pregnant women as early as possible,and should give pregnant woman antiretroviral therapy plus infant medication and formula feeding to further reduce the rate of mother-to-child HIV transmission.
5.Exploration of the immune mechanism in systemic lupus erythematosus MRL/lpr mice
Shaosong KUANG ; Lin YANG ; Jiarong YAN ; Qiaoyan TAN ; Lulu DAI ; Xiaojiang TANG
Chinese Journal of Comparative Medicine 2018;28(4):38-42
Objective To explore the immune mechanism in the systemic lupus erythematosus MRL/lpr mice at different months of age, and to provide the basis for research of its pathogenesis. Methods 3-,4-,5- and 6-month old female MRL/lpr mice, and wild type C57 female mice were used in this study, 10 mice per each group. Their organ coefficients were determined. ELISA was performed to detect the serum levels of double stranded DNA(ds-DNA) antibody. The interleukins IL-2,IL-4,IL-17 and tumor necrosis factor-α(TNF-α)in spleen tissue were detected. Flow cytometry was used to assess the content of spleen lymphocyte CD3 cells and CD4/CD8 cell ratio. Results Compared with the 3-month old wild-type C57 mice,the spleen coefficient,the blood concentration of ds-DNA antibody,IL-2 and TNF-α in the 3- to 6-month old MRL/lpr mice were significantly increased(P < 0.05). There was no significant difference between the concentrations of interleukin IL-4(P> 0.05). The blood concentration of IL-17 in the 5- and 6-month old MRL/lpr mice was significantly lower(P < 0.05 or P < 0.01)than that in the 3-month old MRL/lpr mice. The rest indexes of MRL/lpr mice showed no obvious changes or significant difference in the mice at different ages. Compared with the 3-month old C57 mice,the spleen CD3 lymphocyte concentration in the MRL/lpr mice was significantly decreased(P< 0.01). With the increasing age, the CD3 lymphocyte concentration and D4 +/CD8 +cell ratio in the MRL/lpr mice were decreased, however, showing a non-significant difference(P ﹥0.05). Conclusions The data obtained in this study indicate that 3-month old lupus MRL/lpr mice have already immune injury,increasing with the increase of age of the mice.
6.Hyperuricemia is an independent risk factor for renal pathological damage and poor prognosis in lupus nephritis patients.
Tingting XIE ; Mengying CHEN ; Xiangling TANG ; Hongling YIN ; Xuan WANG ; Guoli LI ; Jiarong LI ; Xiaoxia ZUO ; Weiru ZHANG
Journal of Central South University(Medical Sciences) 2016;41(10):1052-1057
To explore the correlation between hyperuricemia and renal damage in patients with lupus nephritis (LN).
Methods: The data for clinical features, laboratory and renal pathological examination were collected from 177 renal biopsy-proven LN patients with or without hyperuricemia and were retrospectively analyzed to determine the correlation between serum uric acid and renal damage.
Results: LN patients with hyperuricemia group had higher rate of hypertension and higher level of blood urea nitrogen and serum creatinine while lower estimated glomerular filtration rate (eGFR) and lower positive rate of anti-U1RNP antibody (P<0.05). In the LN patients with hyperuricemia group, renal pathological scores, including acitive index, chronic index and tubulointerstitial lesions, were higher than those in the LN patients without hyperuricemia group (P<0.05). The level of serum uric acid was positively correlated with serum creatinine, renal pathological classification and renal pathological scores while negatively correlated with eGFR (P<0.05).
Conclusion: LN patients with hyperuricemia are associated with more serious renal damage. Hyperuricemia is an important predictor for poor prognosis in patients with LN.
Blood Urea Nitrogen
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Creatinine
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blood
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Female
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Glomerular Filtration Rate
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physiology
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Humans
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Hypertension
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Hypertension, Renal
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Hyperuricemia
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epidemiology
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Kidney
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pathology
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Lupus Nephritis
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complications
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diagnosis
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Male
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Prognosis
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Retrospective Studies
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Ribonucleoprotein, U1 Small Nuclear
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blood
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Risk Factors
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Uric Acid
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blood
7.Plasma gelsolin levels in prediction of prognosis of ST-segment elevation myocardial infarction
Jiarong LIANG ; Liangqiu TANG ; Yunxian CHEN ; Wenmao FAN ; Baofeng CHEN ; Jinfeng CHEN ; Xiangying LIU ; Zhaoji CHEN
Chinese Journal of Interventional Cardiology 2016;24(9):506-510
Objective To investigate the predictive value of plasma gelsolin in the prognosis of patients with ST-sgement elevation myocardial infarction ( STEMI ) and undergone primary percutaneous coronary intervention ( PCI ) .Methods The study included 206 patients with STEMI and undergone primary PCI, 148 patients with stable angina pectoris and received elective PCI and 80 healthy volunteer as the health population (NP) control.Blood samples were taken at admission on day 1, 3, 5, 7 and 9 to determine the plasma gelsolin level .Patients′baseline clinical characteristics , blood biochemistry tests results , details of operation and their cardiovascular risk factors were recorded .Major adverse cardiovascular events (MACE) within one year were recorded.Results (1) Compared to the stable angina group and the NP group, the level of plasma gelsolin of STEMI patients were obviously decreased at various time points ( all P<0.05 ) .There were no statistical differences between the stable angina group and the NP group .( 2 ) Patients with STEMI were catagorized into MACE group (n=78) and non-MACE group (n=128) according their follow up record in 1 year.The level of plasma gelsolin in patients with MACE were lower than the non-MACE group ( P <0.05 ) with the minimum value detected on day 7.Among patients complicated with MACE (n=78), they were further devided into the deceased group (n=18) and the survival group (n=60).Plasma gelsolin levels were lower in the deceased group with satistical differences found on day 5, 7 and 9.(3) Single factor Logistic regression analysis showed that the level of plasma gelsolin on day 7 was independent risk factor of MACE within one year ( P =0.014 ) .( 4 ) Setting the cutoff value of plasma gelsolin on day 7 as 21.7 mg/L,the sensitivity and speciticity for the MACE in STEMI patients treated with primary PCI within one year were 82.1%and 81.4%respectively , with the area under the receiver operator characteristic curve ( ROC ) was 0.854 ( 95% confidence interval 0.732 -0.961 , P <0.01 ) . Conclusions Plasma gelsolin levels are correlated with the severity of STEMI lesions and plasma gelsolin can be used as predicting factor of prognosis .
8.Effect of transitional intervention on compliance and life quality of patients after percutaneous coronary intervention
Xiaoying WAN ; Qiong ZHOU ; Fang YUAN ; Jiarong TANG
Chongqing Medicine 2014;(19):2412-2414
Objective To explore the effect of transitional intervention on compliance and life quality of patients after percutane-ous coronary intervention(PCI) in cardiovascular internal department ,and provide the basis for the compliance in patients after PCI operation .Methods From January 2010 to September 2012 ,80 patients after PCI infection who had coronary heart disease were di-vided into observation group and control group ,and 40 cases in each group .The control group used conventional methods to rehabil-itation guidance for patients after PCI while the observation group used continued intervention system .According to the exercise of selfcare agency scale(ESCA) and health promoting lifestyle profile(HPLP) to improve the evaluation ,the compliance and life quali-ty of the two groups patients who discharged from hospital after 6 months and 12 months were evaluated .Results In the 6 months and 12 months after discharge ,compliance and life quality of the observation group was better than the control group ,and the differ-ence was statistically significant (P<0 .05) .And the difference of ESCA and HPLP scores at different time points between groups were statistically significant (P<0 .05) .Conclusion Continued intervention system can significantly improve the compliance and life quality in infection patients after PCI .
9.Application of SimMan patient simulator in teaching of internal medicine clinical skill for undergraduates majored in clinical medicine
Jiarong TANG ; Qiang ZHOU ; Li LIN ; Peng ZUO ; Chang XU ; Yan WANG ; Tao WANG ; Jianmiao WANG ; Xiang JIAN
Chinese Journal of Medical Education Research 2012;11(8):844-847
In this study,the common critical medical cases were organically combined with SimMan simulation system,which enabled students to deeply understand the diagnosis,treatment of disease and clinical operation as consulting real patients.Also,it could improve their clinical thinking ability,clinical skills and operational level.
10.Bladder mucosa lymphoma: clinical and pathological characteristics and treatment
Jiarong YANG ; Shiping WEI ; Tiejun PAN ; Qiuping ZHENG ; Meng TANG ; Xiaoshan LI ; Weihong QIAN
Chinese Journal of Urology 2012;33(10):778-781
Objective To analyze the clinicopathologic characteristics and treatment of primary and secondary bladder mucosa lymphoma. Methods From June 1996 to September 2011,8 cases of bladder mucosa lymphoma patients including primary bladder mucosa lymphoma patients (2 males and 3 females)and secondary bladder mucosa lymphoma patients ( 1 male and 2 females) were treated in our institute.The patient's mean age was 68 years (ranged from 57 to 78 years),and the other 3 secondary bladder mucosa lymphoma patient's mean age was 61 years (ranged from 41 to 81 years).7 of 8 patients accepted transurethral resection of bladder tumor combined with CHOP chemotherapy and radiotherapy,and 1 patient abandoned treatment.CHOP chemotherapy and radiotherapy were performed at 2 weeks post-operatively.Secondary bladder mucosa lymphoma patients accepted 3-dimensional conformal 6000 cGy radiotherapy.Urinary CT examination showed that there were round or oval irregular tumors in the wall of urinary bladder,whose diameters were 1 to 4 cm.Tumor edges were glossy and tumor density were uniform.In addition,the bladder wall with tumor was uneven.In contrasted CT,the tumors appeared obviously enhanced.7 cases had cauliflower-like tumors found by cystoscope,and there were necrosis-calcification area in the center of tumors.1case appeared multiple tumors,which consisted of one big tumor and three smaller ones. Results There were 5 cases of primary bladder mucosa lymphoma, including 3 bladder mucosa associated lymphoma (MAL) cases and 2 diffuse large B cell lymphoma cases.There were 3 secondary bladder mucosa lymphoma cases including 2 diffuse large B cell lymphoma cases and 1 generalized follicular cystic central lymphoma case,which belongs to the tuberous sclerosis Hodgkin lymphoma.Immunohistochemical analysis showed that CD20,CD21,CD43 staining were positive in low grade MAL (3 cases).However,CD3,CD20,CD31 staining were positivein high grade MAL (5 cases). All patients were followed up 3 to 44 months.3 cases of secondary malignant lymphoma patients died after diagnosed after 3 to 13 months.5 cases of primary malignant lymphoma patients were all survived. 1 case recurred 14 months after surgery and accepted TURBT and CHOP chemotherapy again.Pathologic diagnosis showed the transformation from peripheral zone of bladder mucosa associated lymphoma to diffuse large B cell lymphoma.The patient was free of recurrence. Conclusions MAL and diffuse large B cell lymphoma are the most common type of bladder mucosa lymphoma.Primary and secondary diffuse large B cell lymphoma have similarities in histological analysis,but the former prognosis is better than the latter's. Transurethral resection of bladder tumor combined with chemotherapy and radiotherapy can prevent the relapse of MAL in short term and long term with good tolerance,and can be used as ideal treatment of MALT.


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