Objective To investigate the feasibility of developing a grading diagnostic model for schistosomiasis-induced liver fibrosis based on B-mode ultrasonographic images and clinical laboratory indicators. Methods Ultrasound images and clinical laboratory testing data were captured from schistosomiasis patients admitted to the Second People’s Hospital of Duchang County, Jiangxi Province from 2018 to 2022. Patients with grade I schistosomiasis-induced liver fibrosis were enrolled in Group 1, and patients with grade II and III schistosomiasis-induced liver fibrosis were enrolled in Group 2. The machine learning binary classification tasks were created based on patients’radiomics and clinical laboratory data from 2018 to 2021 as the training set, and patients’radiomics and clinical laboratory data in 2022 as the validation set. The features of ultrasonographic images were labeled with the ITK-SNAP software, and the features of ultrasonographic images were extracted using the Python 3.7 package and PyRadiomics toolkit. The difference in the features of ultrasonographic images was compared between groups with t test or Mann-Whitney U test, and the key imaging features were selected with the least absolute shrinkage and selection operator (LASSO) regression algorithm. Four machine learning models were created using the Scikit-learn repository, including the support vector machine (SVM), random forest (RF), linear regression (LR) and extreme gradient boosting (XGBoost). The optimal machine learning model was screened with the receiver operating characteristic curve (ROC), and features with the greatest contributions to the differentiation features of ultrasound images in machine learning models with the SHapley Additive exPlanations (SHAP) method. Results The ultrasonographic imaging data and clinical laboratory testing data from 491 schistosomiasis patients from 2019 to 2022 were included in the study, and a total of 851 radiomics features and 54 clinical laboratory indicators were captured. Following statistical tests (t = −5.98 to 4.80, U = 6 550 to 20 994, all P values < 0.05) and screening of key features with LASSO regression, 44 features or indicators were included for the subsequent modeling. The areas under ROC curve (AUCs) were 0.763 and 0.611 for the training and validation sets of the SVM model based on clinical laboratory indicators, 0.951 and 0.892 for the training and validation sets of the SVM model based on radiomics, and 0.960 and 0.913 for the training and validation sets of the multimodal SVM model. The 10 greatest contributing features or indicators in machine learning models included 2 clinical laboratory indicators and 8 radiomics features. Conclusions The multimodal machine learning models created based on ultrasound-based radiomics and clinical laboratory indicators are feasible for intelligent identification of schistosomiasis-induced liver fibrosis, and are effective to improve the classification effect of one-class data models.

Objective To analyze the hotspots and frontiers of researches related to pain in Parkinson's disease. Methods The literatures on pain in Parkinson's disease were retrieved from CNKI,VIP,Wanfang data,CBM and Web of Science Core Collection from inception to November,2023,and were analyzed with CiteSpace 6.1.R6. Results A total of 926 literatures were included with 293 in Chinese and 633 in English,respectively.Chinese high-fre-quency keywords were quality of life,sleep disorders and depression,while English high-frequency keywords were nonmotor symptom,quality of life and levodopa.The latest bursting word in Chinese was pathogenesis,while the latest bursting words in English were exercise and management. Conclusion Number of researches related to pain in Parkinson's disease is gradually rising,and the characteristics,patho-genesis,quality of life,rehabilitation interventions and clinical efficacy have become research hotspots.The mechanism of pain in Parkinson's disease and rehabilitation management program will be the main research top-ics in the future.

Objective To investigate the efficacy of red and blue lights combined with Yufa Shengfa solution and 5% minoxidil solution in treating Ludwig type Ⅰ female androgenetic alopecia. Methods A total of 160 patients with Ludwig type Ⅰ female androgenetic alopecia were randomly divided into group A (Yufa Shengfa solution combined with 5% minoxidil solution), group B (red and blue lights therapy combined with Yufa Shengfa solution), group C (red and blue lights therapy combined with 5% minoxidil solution) and group D (red and blue lights therapy combined with Yufa Shengfa solution and 5% minoxidil solution), with 40 cases in each group. All the patients orally took compound glycyrrhizin tablets and Centrum multivitamins, and the therapeutic period was 3 months. Differences in hair diameter, hair density, and the number of hair follicles with multiple hairs were compared before and after treatment. Results The hair density, hair diameter, and the number of hair follicles with multiple hairs improved significantly in 4 groups compared with those before treatment, and group D showed the best improvement in these parameters, with significant between-group differences (P < 0.001). There were no serious adverse events or side effects during treatment in all the patients. Conclusion Red and blue lights therapy combined with Yufa Shengfa solution and 5% minoxidil solution is an effective non-surgical treatment for Ludwig type Ⅰ female androgenetic alopecia.

Objective:To evaluate changes in operational effectiveness after the implementation of ambulatory surgical management in pars plana vitrectomy (PPV).Methods:A retrospective clinical study. 17 528 surgeries in 10 895 eyes of 10 895 patients who underwent minimally invasive PPV on an ambulatory and/or inpatient basis at Tianjin Medical University Eye Hospital from August 2015 to June 2023 were included in this study. Among them, 5 346 eyes in 5 346 cases were male; 5 549 eyes in 5 549 cases were female. The age ranged from 0 to 95 years, with the mean age of (57.74±13.15) years. 6 381 surgeries in 3 615 eyes from August 2015 to December 2018 (the initial period of day surgery) were used as the control group; 11 147 surgeries in 7 280 eyes from January 2019 to June 2023 (the expanded period of day surgery) were used as the observation group. According to the management mode of ambulatory surgery, the observation group was subdivided into the decentralized management group (January 2019 to December 2020) and the centralized management group (January 2021 to June 2023), with 2 905 and 4 375 eyes and 4 646 and 6 501 surgeries, respectively. Changes in the percentage of day surgery, average hospitalization days, and average unplanned reoperation rate were compared. The Mann-Whitney U test was used to compare numerical variables between groups; the chi-square test or Fisher's exact test was used to compare categorical variables. Results:The number of cases of daytime PPV performed in the observation group and control group was 7 852 (70.44%, 7 852/11 147) and 24 (0.38%, 24/6 381) cases, respectively, and the average hospitalization days were 1 (1) and 5 (3) d. Compared with the control group, the observation group had a significantly higher percentage of day surgery ( χ2=8 051.01) and a considerably lower mean hospitalization day ( Z=4 536 844.50), and the differences were statistically significant ( P<0.000 1). The mean hospitalization days in the decentralized and centralized management groups were 2 (3) and 1 (0) d, respectively, and unplanned reoperations were 34 (0.73%, 34/4 646) and 171 (2.63%, 171/6 501) eyes, respectively. Compared with the decentralized management group, average hospitalization days was significantly lower ( Z=1 436.94) and unplanned reoperation rate was significantly higher ( χ2=54.10) were significantly lower in the centralized management group, both of which were statistically significant ( P<0.000 1). Conclusion:PPV ambulatory management model can significantly reduce the average hospitalization day, but also results in higher rates of unplanned reoperations.

Objective:To visualize the research hot spots and frontiers of non-surgical treatments for idiopathic scoliosis (IS) based on CiteSpace.Methods:The Web of Science Core Database and China National Knowledge Infrastructure from 1990 to 2020 were searched for studies of non-surgical treatments of idiopathic scoliosis. The time, distributions of nations, institutions, academic disciplines and keywords of literature were analyzed. With CiteSpace 5.7.R4 and Excel 2017, the visualized knowledge graphs and the data tables were generated.Results:A total of 822 studies including 548 articles in English and 274 articles in Chinese were retrieved, including 378 articles published during 2015—2020. The top three nations with higher number of published articles were USA (114 studies), Canada (77 studies) and China (68 studies). Studies covered 33 disciplines, including rehabilitation, engineering and orthopedics, and the betweenness centrality of rehabilitation medicine was the highest (0.59). The non-surgical treatment research was focused on adolescents (187 studies) and brace treatment (116 studies). From 1990 to 2014, the non-surgical treatment of IS mainly focused on the brace treatment (70.4%,69/98) in domestic studies. After 2014, comprehensive treatments such as exercise therapy and manual therapy gradually became the research trend in this field (61.3%,92/150). Research hotspots included different forms of brace treatment (betweenness centrality: 0.31), exercise (6 studies), manual therapy (3 studies), guide of medicine (2 studies), acupuncture therapy (2 studies) of non-surgical treatments. Among top 30 research institutions for domestic publication of Chinese literature, there were 22 tertiary hospitals, 1 secondary hospital, 5 schools, 1 comprehensive rehabilitation service organization, and 1 community health service center.Conclusion:The research content of non-surgical treatment for idiopathic scoliosis tends to be diversified, comprehensive treatment of exercise therapy, brace therapy, and manual therapy are currently the main research hotspots.

Objective:To explore the skin damage, oxidative damage and DNA damage of welding workers caused by ultra violet.Methods:From 1 May to 30 June 2017, 125 welding workers were selected as the contact group, which was divided into 2, 4, 6, 8 and 10-year-working age groups with 25 workers in each group and 25 healthy volunteers as the control group. The workers in the contact group were investigated with questionnaires on the distribution and wearing of protective equipment; the subjects in the two groups were examined in dermatology, and the peripheral blood was collected to detect the total antioxidant capacity (T-AOC) and DNA damage of mononuclear cells, and the influence of ultraviolet on the above indexes was analyzed.Results:The distribution rates of welding mask, dust mask and goggles were 100.0% (125/125) , 96.0% (120/125) , 98.4% (123/125) , respectively, and the distribution rates of welding gloves were 64.8% (81/125) ; the wearing rates of welding mask and goggles were 100.0% (125/125) , 90.4% (113/125) , and the wearing rates of dust mask and welding gloves were 89.6% (112/125) and 64.0% (80/125) , respectively. The acute skin injuries such as hand and face peeling and skin pruritus were serious in the 2-year-working age group, and the chronic skin injuries such as insensitive and numbness and verrucous vegetations were the main manifestations in the 10-year-working age group. Compared with the control group, T-AOC in peripheral blood of workers exposed to 6, 8 and 10 years decreased significantly, and DNA content in comet tail of workers exposed to various working years increased significantly ( P<0.05) , while DNA content in comet tail increased with working years ( F=1501.130, P<0.05) . Conclusion:UV welding can cause skin damage, reduce the antioxidant capacity of the body, and increase DNA damage with the increase of working age.

Objective:To explore the skin damage, oxidative damage and DNA damage of welding workers caused by ultra violet.Methods:From 1 May to 30 June 2017, 125 welding workers were selected as the contact group, which was divided into 2, 4, 6, 8 and 10-year-working age groups with 25 workers in each group and 25 healthy volunteers as the control group. The workers in the contact group were investigated with questionnaires on the distribution and wearing of protective equipment; the subjects in the two groups were examined in dermatology, and the peripheral blood was collected to detect the total antioxidant capacity (T-AOC) and DNA damage of mononuclear cells, and the influence of ultraviolet on the above indexes was analyzed.Results:The distribution rates of welding mask, dust mask and goggles were 100.0% (125/125) , 96.0% (120/125) , 98.4% (123/125) , respectively, and the distribution rates of welding gloves were 64.8% (81/125) ; the wearing rates of welding mask and goggles were 100.0% (125/125) , 90.4% (113/125) , and the wearing rates of dust mask and welding gloves were 89.6% (112/125) and 64.0% (80/125) , respectively. The acute skin injuries such as hand and face peeling and skin pruritus were serious in the 2-year-working age group, and the chronic skin injuries such as insensitive and numbness and verrucous vegetations were the main manifestations in the 10-year-working age group. Compared with the control group, T-AOC in peripheral blood of workers exposed to 6, 8 and 10 years decreased significantly, and DNA content in comet tail of workers exposed to various working years increased significantly ( P<0.05) , while DNA content in comet tail increased with working years ( F=1501.130, P<0.05) . Conclusion:UV welding can cause skin damage, reduce the antioxidant capacity of the body, and increase DNA damage with the increase of working age.

OBJECTIVE： To investigate the situation and problems of clinical microecological preparations in pediatrics department of China， and to provide reference for rational application of microecological preparations in children. METHODS： Outpatient/emergency prescriptions of microecological preparations during Jan.-Mar. 2019 were retrieved from information system of 5 “Third Grade Class A” children hospitals， and were investigated and analyzed in respects of the type of microecological agents， age distribution， clinical diagnosis， drug combination， off-label medication， etc. RESULTS： A total of 74 210 outpatient/emergency prescriptions were collected， involving 18 kinds of microecological preparations. Among them， Clostridium butyricum combined viable powder ranked first （31 146， accounting for 41.97％）， followed by Brucella yeast powder （14 289， accounting for 19.25％） and Compound Lactobacillus acidophilus tablets （10 281， 13.85％）. The age of children was less than 18 years old， and the proportion of children aged 1-＜3 years old was the highest （33 753， 45.48％）. The most common clinical diagnosis     was digestive tract diseases （54 009， 72.78％）， followed    by respiratory infectious diseases （11 744， 15.83％）. In combination with microecological agents， there were Chinese patent medicine for invigorating the spleen and stomach     （18 546， 24.99％）， antibacterial medicine （10 595， 14.28％） and oral rehydration salt Ⅲ （8 238， 11.10％）. Off-label drug use was found in 19 532 prescriptions （26.32％）， mainly manifesting as super-indications （15 590， 21.01％）， super-usage and dosage （8 098， 14.52％）， super crowd medication （48， 3.91％） was found in a few prescriptions. CONCLUSIONS： There is a high incidence of off-label use of microecological agents in children. Medical staff should standardize prescription behavior and promote rational use of drugs. At the same time， the improvement of the information of children’s medication in drug instructions to ensure the safety and effectiveness of children’s medication should be encouraged.

Objective? To explore the effects of standardized training base on post competency among new recruiting nurses. Methods? By convenience sampling, we selected 168 new recruiting nurses in 2015 at the Central Hospital of Wuhan in control group who attended standardized training from April 2015 to March 2017 receiving routine training methods, and 176 new recruiting nurses in 2016 in observation group who attended standardized training from April 2016 to March 2018 trained in standardized training base. After training, nurses of two groups were given theoretical examination and comprehensive ability examination. Post competency and satisfaction of nurses between two groups were assessed with the post competency scale for new recruiting nurses and training satisfaction questionnaire respectively. Results? Two years after training, the theoretical examination, comprehensive ability examination and the score of post competency scale for new recruiting nurses of new nurses in observation group were (88.32±7.39), (85.42±6.75) and (88.21±6.83) higher than those in control group with statistical differences (P ＜ 0.01). After training, new nurses' satisfaction of observation group was (94.31±6.19) higher than that (83.27±5.72) of control group with a statistical difference (t=17.159, P＜ 0.01). Conclusions? Standardized training base can improve post competency of new recruiting nurses which helps new nurses adapt the post as early as possible.

Objective To investigate the effect of Clostridium butyricum on the intestinal permeability and expression of tight junction proteins in rats with intrahepatic cholestasis.Methods Forty SD rats were random-ly divided into normal control group(Con),model group(Mod),group with low(CBL)and high dose(CBH)of Clostridium butyricum. Animal models of intrahepatic cholestasis were induced by alpha-naphthylisothiocyanate. Then different drugs were administrated via oral gavage for 7 days after modeling.After the last administration,the activities of serum alanin aminotransferase(ALT),aspartate aminotransferase(AST),diamineoxidase(DAO)and the contents of total bilirubin(T-BIL)in serum were detected. Pathological changes of liver tissue were observed. The expression level of Occludin and ZO-1 in small intestine was analysed by Western blot. Results Compared with the normal control group,the levels of ALT,AST,DAO,and T-BIL in mordel group were significantly in-creased. The expression of Occludin and ZO-1 in small intestine was reduced(P < 0.05). Compared with the mordel group,the levels of ALT,AST,DAO,and T-BIL and the expression of Occludin and ZO-1 decreased sig-nificantly(P<0.05)and the liver pathologic changes were improved in CBL and CBH group.Conclusions Clos-tridium butyricum can protect the liver and improve the intestinal permeability in rats with intrahepatic cholestasis, and he mechanism may be related with upregulation of Occludin and ZO-1.