syedzayyan/paper_mill_benchmark huggingface dataset:
Relationship between Admission Electrolyte Level and Short-term Prognosis of Patients with Acute ST-segment Elevation Myocardial Infarction after Percutaneous Coronary Intervention

The objective of this study is to analyze the relationship between the electrolyte level of patients with acute st-segment elevation myocardial infarction (stemi) and short-term prognosis after percutaneous coronary intervention (pci).Methods.The clinical data of 142 patients with acute stemi who underwent pci in our hospital from september 2018 to september 2019 were retrospectively analyzed.According to the level of serum sodium, potassium, and chloride in patients admitted to the hospital, they were divided into the normal electrolyte group (n = 78), the mild decline group (n = 46), and the severe decline group (n = 16).Univariate and logistic regression multivariate analysis of the relationship between patient electrolyte levels and general clinical data is performed.Statistical analysis of patients’ adverse events within 90 days was performed.The kaplan–meier survival curve analyzed the relationship between the survival period and electrolyte levels in patients with acute stemi without major acute cardiovascular events (mace) within 90 days.Results.The levels of creatine kinase-mb (ck-mb), cardiac troponin i (c tn i), myocardial infarction area, and gensini score in patients with mild decline were significantly higher than those in the normal group, left ventricle ejection fractions (lvef) value was significantly lower than the normal group, and patients with severe decline were significantly higher in creatine kinase (ck) level than the normal group ( p &lt; 0.05 ).The levels of ck-mb, ck, c tn i, and myocardial infarction area of the patients in the severe decline group were significantly higher than those in the mild decline group, and the lvef values were significantly lower than those in the mild decline group ( p &lt; 0.05 ).The levels of ck-mb, ck, c tn i, the area of myocardial infarction, and gensini score in patients with acute stemi have an independent effect on their electrolyte levels.The patients in the mild decline group and severe decline group had significantly higher rates of cardiogenic shock, heart failure, ventricular aneurysm formation, ventricular septal perforation, or death within 90 days after pci.The median without mace survival time of patients with mildly and severely reduced electrolyte levels was significantly lower than that of patients with normal electrolyte levels.Conclusion.Patients with acute stemi are prone to electrolyte disturbances, and their ck-mb, ck, and c tn i levels; myocardial infarction area; and gensini score have independent effects on electrolyte levels.Patients with electrolyte disturbances are prone to poor prognosis after pci, and their survival period without mace at 90 days is significantly lower than that of normal patients.

Journal: Evidence-Based Complementary and Alternative Medicine (2021)
Publication types: Clinical Study;
Regulatory Mechanism of circEIF4G2 Targeting miR-26a in Acute Myocardial Infarction

Acute myocardial infarction (ami) involves a series of complex cellular and molecular events, including circular rnas (circ rnas), micro rnas (mi rnas) and other noncoding rnas.Objective.In this study, the regulation mechanism of circ eif4g2 acting on mi r-26a on huvecs (human umbilical vein endothelial cells) proliferation, cell cycle and angiogenesis ability was mainly explored in the vascular endothelial growth factor induced (vegf-induced) angiogenesis model.Methods.Vegf induced huvecs angiogenesis model was constructed, and the expression of circ eif4g2 and mi r-26a in vegf model was detected by q rt-pcr.When circ eif4g2 and mi r-26a were knocked down or overexpressed in huvecs, q rt-pcr was used to detect the expression of circ eif4g2 and mi r-26a, cck-8 was used to detect cell proliferation, flow cytometry was used to detect the cell cycle transition of huvecs, and cell formation experiment was used to detect the ability of angiogenesis.Mi randa database and targetscan predicted the binding site of circ eif4g2 and mi r-26a, lucifase reporting assay and rna pull down assay verified the interaction between circ eif4g2 and mi r-26a.Results.After huvecs were treated with vegf, circ eif4g2 was significantly upregulated.After circ eif4g2 was knocked down, the proliferation and angiogenesis of huvecs cells were decreased, and the process of cell cycle g0/g1 phase was blocked.The overexpression of mi r-26a reduced the proliferation and angiogenesis of huvecs cells and blocked the cell cycle progression of g0/g1 phase.Double lucifase reporter gene assay verified that circ eif4g2 could directly interact with mi r-26a through the binding site, and rna pull down assay further verified the interaction between circ eif4g2 and mi r-26a.When circ eif4g2 and mi r-26a were knocked down simultaneously in huvecs, it was found that knocking down mi r-26a could reverse the inhibition of circ eif4g2 on cell proliferation, cycle and angiogenesis.Conclusion.In the vegf model, circ eif4g2 was highly expressed and mi r-26a was low expressed.Mi r-26a regulates huvecs proliferation, cycle and angiogenesis by targeting circ eif4g2.

Journal: Journal of Healthcare Engineering (2022)
Publication types: Research Article;
Prevention of Severe Respiratory Tract Infection and Prognosis in Neurosurgical Patients with Severe Tracheotomy Based on 5E Rehabilitation Nursing Model

Continuous nursing based on 5e rehabilitation mode can improve the physiology and psychology of patients to some extent.The purpose of this study was to explore the effect of continuous nursing of 5e rehabilitation mode on the prevention and prognosis of severe respiratory tract infection in patients with severe tracheotomy in neurosurgery.Objective.To explore the effect of 5e rehabilitation nursing model on the prevention of severe respiratory tract infection and prognosis in patients with severe tracheotomy in neurosurgery.Methods.The starting and ending time of this study is from february 2019 to july 2021.In this paper, 60 patients with severe tracheotomy were divided into the control group and research group according to random number table method.The former group received routine nursing, and the latter group received rehabilitation nursing model based on 5e.The patients’ satisfaction, oxygenation index, partial pressure of carbon dioxide, partial pressure of oxygen, sas, sds score, incidence of severe respiratory tract infection, and quality of life scores were compared.Results.The nursing satisfaction of the research group was higher than that of the control group ( p &lt; 0.05 ).24 hours after weaning, the oxygenation index and partial pressure of oxygen in the research group were higher than those in the control group, while the partial pressure of carbon dioxide in the research group was lower than that in the control group ( p &lt; 0.05 ).After nursing, the scores of self-rating anxiety scale and self-rating depression scale in the research group were lower than those in the control group, and the difference was statistically significant ( p &lt; 0.05 ).The incidence of severe respiratory tract infection in the research group was significantly lower than that in the control group ( p &lt; 0.05 ).After nursing, the scores of physiological function, psychological function, social function, and health self-cognition in the research group were lower than those in the control group ( p &lt; 0.05 ).Conclusion.The nursing program of neurosurgical patients with severe tracheotomy based on 5e rehabilitation model can effectively enhance patients’ nursing satisfaction, activities of daily living, anxiety, and depression and promote the prognosis.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Clinical Study;
The Psychosocial Impact of Dental Esthetics in Undergraduates with Borderline Malocclusion

The study investigates the existing correlation between self-perceived malocclusion, the psychosocial impact of dental esthetics, and whether this link involves personality traits.Methods.The 179 questionnaires from 615 undergraduates in wenzhou were used for analysis after applying the exclusion criteria.The psychosocial impact of the dental aesthetics questionnaire (pidaq) was administered to evaluate participants’ perceptions of the psychosocial impacts of malocclusion.The need for orthodontic treatment was assessed using the index of orthodontic treatment need (iotn).The chinese version of the eysenck personality questionnaire-short scale (epq-rsc) evaluated participants’ personality characteristics.The kruskal-wallis test was used to assess differences between the iotn-dental health component (dhc) and expectations of orthodontic treatment.Linear regression was applied with padaq and its subscale scores against possible variables.Results.The total and subscale pidaq scores were positively correlated with neuroticism.Total pidaq scores, the dhc, and the aesthetic component (ac) were significantly positively correlated with the subjective ac.The dhc was significantly negatively correlated with extroversion.Conclusions.We confirmed a modest link between the need for orthodontic treatment and the psychosocial impact of dental esthetics.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Research Article;
Analysis and Risk Assessment of Corporate Financial Leverage Using Mobile Payment in the Era of Digital Technology in a Complex Environment

The study aims to improve the enterprise’s ability to respond to financial crises and find some countermeasures to prevent potential financial risks.The enterprise financial risk is assessed, and the automatic summary function of mobile payment platforms based on long short‐term memory (lstm) is performed to extract the structured data and unstructured texts from its annual report.On this basis, the early warning system model of financial risks is implemented and its accuracy is improved.The structured data and unstructured text in the company’s annual report are extracted.The enterprise financial risk early warning system model is constructed.The accuracy of the enterprise financial risk early warning system has been improved.Firstly, we use the convolutional neural network (cnn) to establish a financial risk prediction system using financial data and test various indicators of the system.Secondly, the financial annual report of the listed company is obtained from the internet.The required financial statements are obtained in two ways.The first is to set high special treatment (st) sample weights and delete some non‐st samples.The second is to delete punctuation marks, interjections, numbers, and so on and process the collected text data.The financial risk prediction model is established using the financial text, and the lstm + attention mechanism is used to optimize the model.Finally, combining structured financial data and unstructured financial text to establish a forecasting model, the model uses lstm.Combined with a single‐layer neural network or cnn model, the comparison experiment is carried out in two ways.Experiments show that the cnn or lstm attention mechanism cannot significantly improve the performance of the system only using financial data or texts.Using the financial data and financial text using the lstm + cnn model, the f 1 value reached 85.29%.Financial data and other indicators in the text have also been greatly improved, and the overall performance is the best.In summary, lstm using financial data and financial texts combined with cnn to establish a risk prediction system can help investors and companies themselves find possible financial crises in listed companies as soon as possible and help companies deal with their financial risks in a timely manner.

Journal: Journal of Mathematics (2022)
Publication types: Research Article;
The Theoretical Topology and Implementation of Enterprise Social Security in the Digital Age Based on Big Data and Artificial Intelligence

At present, there are some problems in the social security of employees in enterprises, such as incomplete security and low reliability.According to this background, this paper studies a topological method for enterprise social security data analysis based on data adaptive analysis strategy and strong learning data stream coprocessing.According to this background, this paper studies a topology method of enterprise social security data analysis based on data adaptive analysis strategy and strong learning data flow and designed a convolutional neural network method based on mutual interference deepening strategy and advanced learning classification mode convolution neural network based on mutual interference deepening strategy and intensive learning classification pattern.According to the coverage error strategy of different types of data, the high-precision matching analysis of enterprise employee social security data is realized, and the cartesian formula is used to correct the error and topology analysis of the analysis results.According to the experimental data and results, the topology method of enterprise social security data analysis is based on the experimental data and results.We can know that the topological method of enterprise social security data analysis is based on convolutional neural network.Enterprise social security theory can effectively improve the scope and speed of social security.This theory effectively completes the high-precision matching of different types of data and indirectly improves employees’ cognition of enterprise values.

Journal: Journal of Sensors (2022)
Publication types: Research Article;
The Development and Realization of Digital Panorama Media Technology Based on VR Technology

The purpose of this paper is to understand the digital 3d multimedia panoramic visual communication technology based on virtual reality.Firstly, the key concepts and characteristics of virtual reality are introduced, including the development and application of digital three-dimensional panorama technology.Then, according to the theoretical research, some basic knowledge of 3d panoramic image mosaic is introduced, including camera image modeling, image sharing, and image exchange.Finally, with the development of the virtual tour at the college of normal university, the hardware of panoramic technology and the demand of panoramic image search have been expanded in the application.The design of panoramic mosaic, panoramic image generation, and virtual tour school construction considers real-world issues.The innovation of this paper lies in that will be used by sketch up8.0 software builds the geometry of 3d virtual scene and by the cylindrical panoramic images based on image of building 3 d virtual scene organic unifies in together and makes a panoramic image can be as the change of seasons in the real scene and real-time change, enhance the sense of the reality of the system and user immersive.

Journal: Computational Intelligence and Neuroscience (2022)
Publication types: Research Article;
The Effectiveness of Pictorial Aesthetics Based on Multiview Parallel Neural Networks in Art-Oriented Teaching

How to effectively improve the effectiveness of art teaching has always been one of the hot topics concerned by all sectors of society.Especially, in art teaching, situational interaction helps improve the atmosphere of art class.However, there are few attempts to quantitatively evaluate the aesthetics of ink painting.Ink painting expresses images through ink tone and stroke changes, which is significantly different from photos and paintings in visual characteristics, semantic characteristics, and aesthetic standards.For this reason, this study proposes an adaptive computational aesthetic evaluation framework for ink painting based on situational interaction using deep learning techniques.The framework extracts global and local images as multiple input according to the aesthetic criteria of ink painting and designs a model named mvpd‐cnn to extract deep aesthetic features; finally, an adaptive deep aesthetic evaluation model is constructed.The experimental results demonstrate that our model has higher aesthetic evaluation performance compared with baseline, and the extracted deep aesthetic features are significantly better than the traditional manual design features, and its adaptive evaluation results reach a pearson height of 0.823 compared with the manual aesthetic.In addition, art classroom simulation and interference experiments show that our model is highly resistant to interference and more sensitive to the three painting elements of composition, ink color, and texture in specific compositions.

Journal: Computational Intelligence and Neuroscience (2021)
Publication types: Research Article;
Study on the Application of the Concept of Childlike Interest with Refined Nursing Intervention in the Treatment of Children with Severe Pneumonia

S.To analyze the application of childlike concept with refined nursing intervention in the treatment of children with severe pneumonia.Methods.100 cases of children with severe pneumonia admitted to our hospital from june 2019 to june 2021 were selected and divided into the control group and the observation group, in which the control group was given refined nursing care and the observation group was given the childlike concept with refined nursing intervention to compare the treatment effects of patients in both groups.The clinical indexes such as recovery time of body temperature, disappearance time of pulmonary rales, recovery time of heart rate, disappearance time of cough, and hospitalization time, were compared between the two groups.Results.Compared with the control group, the time to recovery of body temperature, time to disappearance of pulmonary rales, time to recovery of heart rate, time to disappearance of cough, and hospitalization time were significantly lower in the observation group, and the difference was statistically significant ( p &lt; 0.05 ).Compared with the control group, the compliance rate of patients in the observation group was significantly lower, and the difference was statistically significant ( p &lt; 0.05 ).Compared with the control group, the total effective rate of patients in the observation group was significantly higher, and the difference was statistically significant ( p &lt; 0.05 ).Compared with the control group, the overall satisfaction rate of patients in the observation group was significantly higher, and the difference was statistically significant ( p &lt; 0.05 ).The results of univariate analysis showed that the differences between the two groups were statistically significant ( p &lt; 0.05 ) in terms of economic conditions, payment method, child’s condition, child’s age, comorbid underlying diseases, and nursing care method, and the results of logistic multifactor regression analysis showed that the payment method of self-payment, child’s critical condition, and comorbid underlying diseases were the most important factors affecting the anxiety of the family members of children with severe pneumonia.Risk factors for the occurrence of anxiety in the families of children with severe pneumonia, and the method of care was a protective factor ( p &lt; 0.05 ).Conclusion.The concept of childlike fun and refined nursing interventions can effectively improve the treatment effect of children with severe pneumonia, improve patients’ condition, increase patients’ compliance and satisfaction, and reduce the risk of anxiety and other negative emotions of the child’s family members.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Clinical Study;
Risk Factors Affecting the Infusion Rate of Chemotherapeutic Agents within 2 Hours after Preparation and the Intervention Effect of the Quality Control Circle

To investigate the risk factors for the infusion rate of chemotherapeutic agents within 2 hours after preparation and to observe the application effect of the quality control circle.Methods .The infusion rates of chemotherapeutic agents within 2 hours after the preparation in different wards of our hospital in february 2019 were counted and relevant factors were collected.Binary logistic regression analysis was utilized to screen the risk factors for the infusion rate of chemotherapeutic agents within 2 hours after the preparation.In march 2019, the quality control circle intervention was implemented according to risk factors.The application effect of the quality control circle was observed.Results .Logistic regression analysis results exhibited that insufficient attention to key performance indicator (kpi), heavy workload, forgotten or unfamiliar kpi, no real‐time attention by the head of the department, simultaneous preparation of multiple groups of infusions for the same patient, preparation of all chemotherapeutic agents in the morning, and self‐prepared medicine without a medical order were independent risk factors for infusion of chemotherapeutic agents beyond 2 hours after preparation ( p &lt; 0.05).The infusion rate of the chemotherapeutic agents (96.54%) within 2 hours after the preparation was significantly higher after the application of the quality control circle than that before the application (60.45%).The improvement rate was 59.65% and the goal achievement rate was 104.37% ( p &lt; 0.01).Conclusion .Insufficient attention to kpi, heavy workload, forgotten or unfamiliar kpi, no real‐time attention by the head of the department, simultaneous preparation of multiple groups of infusions for the same patient, preparation of all chemotherapeutic agents in the morning, and self‐prepared medicine without a medical order are crucial risk factors for limiting the increase in the infusion rate of chemotherapeutic agents within 2 hours after the preparation.Quality control circle intervention based on risk factors can effectively improve the infusion rate of chemotherapeutic agents within 2 hours after the preparation.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
Study on Strength and Quality Training of Youth Basketball Players

In order to scientifically explore the effective path of strength quality training of basketball players and improve the effect of strength quality training of basketball players, this paper takes young basketball players as the research object and comprehensively observes the changes and improvement of strength quality by building a strength training monitoring system for basketball players.On this basis, it is proposed to integrate blood flow restriction and basketball players’ special strength training.Through the comparison with the traditional resistance strength training method, it is found that after 8 weeks of experimental comparison, the athletes’ strength quality test indicators show that the average 3rm of the experimental group 1 bench press is 65.2 kg, the experimental group 2 is 65.7 kg, and the experimental group 3 is 72.2 kg.The average performance of the traditional control group was 55.4 kg.Compared with the traditional group, the average performance of the three experimental groups in bench press was significantly improved, which also verified the feasibility of this method in strength quality training.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Clinical Study;