syedzayyan/paper_mill_benchmark huggingface dataset:
Construction and Application of International Commercial Dispute Resolution Mechanism Model

In specific judicial practice, the odr mechanism has played an important role in the settlement of e-commerce disputes and network disputes.However, odr is still in the exploratory stage in many aspects, and it is inevitable that there will be some problems.This article focuses on the a priori algorithm and frequent pattern growth algorithm in association with rule mining learning.The shortcomings of a priori algorithm and frequent pattern growth algorithm are described and researched accordingly, and an improved algorithm for learning a priori association rules based on matrix is proposed.By analyzing the international commercial dispute resolution mechanism in the internet era, this article constructs an international commercial dispute resolution mechanism platform.By analyzing the process of disputes in foreign trade e-commerce transactions, this article proposes a method to automatically capture gateway dispute information through automated management system tools to improve the efficiency of the gateway.The algorithm in this paper scans the transaction database only once, and according to the matrix structure, it performs the logical and operation of the row vector representing the data item in the matrix, and it learns frequent item sets quickly and accurately.The entire process effectively reduces the time consumption and space occupation required for frequent item set learning.According to the effective measurement method of the association rules, the effective association rules are extracted from the frequent item set.Through the realization of functions such as allocation, viewing, dispute handling, and statistics in the management tool, the progress and processing efficiency of the gateway dispute handling can be effectively managed.In addition, this article gives the dispute handling process of the website itself, adds the process of automatic completion of disputes by buyers and sellers through agreements, and improves the tools of the cs manual handling management system.The data results show that the method in this paper greatly improves the efficiency of handling disputes in foreign trade e-commerce transactions.

Journal: Security and Communication Networks (2022)
Publication types: Research Article;
Exploring the New Mode of Teaching Computer-Aided Environmental Art Design Courses

Environmental art design course is the main direction of practical teaching.Therefore, the teaching reform and practical research of environmental art design based on cad have been carried out.Innovative environmental art design courses, taking into account the differences of student groups, formulate the teaching methods of introductory courses, formulate the comprehensive topics of curriculum design, expand the knowledge base, improve the professional curriculum system, and strengthen the horizontal connection between curriculum teaching and computer design to meet the diversified needs of different student groups.Environmental art design also requires that before formal construction, with the help of computer-aided function, establish architectural drawings and analyze the rationality of each construction process.In view of the current situation and further development prospect of computer-aided application design, designers should improve the application level of graphics software.This paper is mainly committed to optimizing environmental art design teaching through computer, making full use of artificial environment design, improving the efficiency of computer performance technology, avoiding too single final design effect, so as to enhance the appeal of ecological art and meet people’s aesthetic needs.

Journal: Security and Communication Networks (2022)
Publication types: Research Article;
Factors That Affect Maternal Mortality in Rwanda: A Comparative Study with India and Bangladesh

Healthcare sector is one of the most pivotal pillars of the administrative setup of a country.It addresses one of the most important dilemmas that countries have to face: provision of quality healthcare to public in affordable prices.Africa lags behind in many health indicators.One of the contemporary health issues faced by countries, especially for those in sub-sahara countries, is maternal mortality rate (mmr).It has had a significant part to play in the social conditions of the population and needs immediate attention.In spite of many years of civil war and the terrible genocide in the mid-1990s, as of late, rwanda is showing signs of improvement in healthcare sector.This research is aimed at studying the current state of maternal mortality rate in rwanda and the factors behind its performance, in a comparative study with india and bangladesh for a cross-section of time mainly between 1990 and 2015.After a literature review, pivotal indicators that affect healthcare are shortlisted and a comparative analysis of the three countries is made on the basis of these indicators.A regression is run between historical mmr data and these indicators.A directly significant relationship is found between mmr and healthcare expenditure per capita and government commitment to health, closely followed by female literacy and healthcare infrastructure.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Research Article;
Comprehensive Analysis of Regulatory Network for LINC00472 in Clear Cell Renal Cell Carcinoma

Renal cell carcinoma (rcc) accounts for about 2% to 3% of adult malignancies, and clear cell renal cell carcinoma (cc rcc) is the most common and aggressive type of kidney cancer.It accounts for 75% of all kidney tumors.Although new targeted drugs continue to appear, they are still not suitable for all patients.Therefore, an in-depth study of the molecular mechanism of the development of cc rcc and exploration of new targets for the treatment of cc rcc will help to achieve precise treatment for cc rcc.With the development of molecular research, the study of long noncoding rna (lnc rna) has given us a new understanding of tumors.Although lnc rna does not encode proteins, it directly interacts with proteins in various signaling pathways and affects cell functions.Therefore, it is of great significance to study the mechanism of lnc rna in cc rcc.The expression level of linc00472 in cc rcc tissues is significantly lower than adjacent normal tissues, and its low expression is closely related to furman’s high grade.The low expression of linc00472 is associated with poor prognosis in patients with cc rcc.The results of protein interaction and functional enrichment analysis indicate that genes upregulated in renal clear cell carcinoma may play a major role.Analysis of target gene prediction results showed that linc00472 may be used as ce rna in the mi r-24-3p-hla-dpb1 pathway, mi r-24-3p-cxcl9 pathway, mi r-221-3p-c3a r1-vegfr2 pathway, mi r-17-5p-hla-dqa1/hla-dqb1 pathway, and mi r-17-5p-c3a r1/c5a r1-vegfr2 pathway which play important functions.In addition, the regulatory relationship between mi r-24-3p and tnfr2 (tnfrsf1b), cd36, and col4a1 should also be noted.The value of linc00472 in the diagnosis and treatment of cc rcc is worthy of further study.

Journal: Journal of Healthcare Engineering (2021)
Publication types: Research Article;
Comparison of Clinical Features and Inflammatory Markers between Kawasaki Disease Shock Syndrome and Kawasaki Disease without Shock: A Meta-Analysis

Since the shock is not a common symptom of kd, it is often misdiagnosed at the beginning of the pathogenesis of kdss.The language searched was only chinese and english.Data from the articles were screened and extracted for meta-analysis using stata16.0 software.A total of 9 cohort studies, including 1231 patients, were included in this meta-analysis.The results of meta-analysis showed that the age of the children in the kdss group was higher than that in the kd group without shock, and the difference was statistically significant (smd = 1.15, 95% ci (0.52, 1.78), p &lt; 0.05 ); the crp content in the kdss group was higher than that in the kd group without shock, and the difference was statistically significant (smd = 1.99, 95% ci (0.72, 3.26), p &lt; 0.05 ); the albumin content in the kdss group was lower than that in the kd group without shock, and the difference was statistically significant (smd = −1.26, 95% ci (−1.85,−0.67), p &lt; 0.05 ); the ast content in the kdss group was higher than that in the kd group without shock, and the difference was statistically significant (wmd = 25.95, 95% ci (15.14, 36.75), p &lt; 0.05 ); the difference had statistical significance (rr = 3.50, 95% ci (2.30, 5.32), p &lt; 0.05 ); meta-analysis results of type of kd, fever duration, wbc count, esr, alt, and other outcome measures showed that there was no significant difference between kdss and kd without shock ( p &gt; 0.05 ).Compared with kd without shock, children with kdss are older and have a higher incidence of coronary artery disease, serum crp, and ast, but albumin is lower than kd without shock.According to these characteristics, it may be helpful for the early identification of kdss.

Journal: Journal of Healthcare Engineering (2021)
Publication types: Meta-Analysis;
Comparison of Clinical Efficacy and Safety between Misoprostol and Oxytocin in the Prevention of Postpartum Hemorrhage: A Meta-Analysis

In order to systematically evaluate the clinical efficacy and safety of misoprostol versus oxytocin in the prevention of postpartum hemorrhage, this paper provides evidence-based reference for clinical medication, computerized retrieval of chinese biomedical literature database (cbm), pub med, embase, cochrane library, and clinical trials.The retrieval period is from the establishment of each database to october 1, 2021.Published randomized controlled trials (rcts) are included in this study.The literature is screened and evaluated according to inclusion and exclusion criteria, and meta-analysis is performed using rev man 5.3 software.A total of 13 rcts are included, with a total of 24754 parturients.The meta-analysis shows the average blood loss (smd = 0.10, 95% ci (−0.11, 0.32), p = 0.35 ), the time of the third stage of labor (smd = 0, 95% ci (−0.07, 0.08), p = 0.95 ), and blood transfusion rate (rr = 0.80, 95% ci (0.63, 1.02), p = 0.07 ).However, the incidences of shivering (rr = 2.61, 95% ci (1.79, 0.81), p &lt; 0.00001 ) and vomiting (rr = 2.78, 95% ci (1.85, 4.18), p &lt; 0.00001 ) are significantly higher than those in oxytocin group.The effect of misoprostol on preventing postpartum hemorrhage is similar to that of oxytocin, but the incidence of adverse reactions is high, and the occurrence of adverse reactions should be closely watched in the use process.Due to the limitations of the included studies, multicenter, large-sample, and high-quality rcts are still needed in the future to further verify this conclusion.

Journal: Journal of Healthcare Engineering (2022)
Publication types: Meta-Analysis;
Exploration of Energy-Saving Chilling Landscape Design Based on Algo for Group Intelligence

Due to the influence of regional climatic conditions, the development of cold ecological tourism agricultural park in the north is slow, its landscape planning and design research lags behind, and there are still some problems.With the development of electronic computers, the previously unachievable optimization of engineering structures is now possible, while the traditional optimization methods cannot meet the requirements of modern computing due to the implementation constraints.The emergence of algo for group intelligences has made some applications of engineering structural optimization possible.Group intelligence is the characteristic of a system in which the collective behavior of low-level individuals interacting locally with their environment forms an overall pattern of consistent functions.This paper presents a study of energy-efficient cold landscape design based on algo for group intelligences and analyzes the problems that arise in the ecological landscape design of cold urban settlements.Then countermeasures are proposed to solve the problems.The linear model is replaced by the determination of the weight of the evaluation index of the energy-saving design of frozen landscape.And take it as a new migration model.Then, based on the weight of the evaluation index, the group algorithm analysis in landscape design is proposed, which is a generalized definition of the standard model.The experimental results show that the algo for group intelligence outperforms another algorithm in terms of solving ability to the extent that the average optimization ability is improved by 13.45%, so the algo for group intelligence demonstrates its superior ability to take into account both local and global search.Therefore, the use of algo for group intelligences to build an energy-efficient society is a necessary path for china’s development, and the construction of energy-efficient gardens is an important part of building an energy-efficient society, and the application of energy-efficient concepts to modern landscape design is an inevitable trend in the development of urban landscaping.

Journal: Journal of Function Spaces (2022)
Publication types: Research Article;
Exploration and Analysis of Educational History from the Perspective of Educational Environmental History and Environmental History

The emergence of environmental historiography, for the first time, organically combined the history of the environment and human history and began to pay attention to the close relationship between human social changes and environmental changes.This paper explores the impact of environmental history on education from the perspective of environmental history.This paper explores and analyzes the history of the educational environment from the perspective of environmental history and studies the laws and characteristics behind the evolution of the relationship between education and environment.This paper analyzes the influence of environmental history on the three views of college students under environmental education.Further analysis of educational environmental history is improved to improve the three views of college students and promote the social development of research significance.The study of educational environmental history is of great significance to enlarge the field of educational history research, enrich the content of educational history research, and perfect the discipline construction of educational history.At the same time, the environmental perspective and ecological consciousness of educational environmental history research are the embodiment and adherence of marxist historical materialism and environmental view.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
Design of Interactive Vocal Guidance and Artistic Psychological Intervention System Based on Emotion Recognition

The research on artistic psychological intervention to judge emotional fluctuations by extracting emotional features from interactive vocal signals has become a research topic with great potential for development.Based on the interactive vocal music instruction theory of emotion recognition, this paper studies the design of artistic psychological intervention system.This paper uses the vocal music emotion recognition algorithm to first train the interactive recognition network, in which the input is a row vector composed of different vocal music characteristics, and finally recognizes the vocal music of different emotional categories, which solves the problem of low data coupling in the artistic psychological intervention system.Among them, the vocal music emotion recognition experiment based on the interactive recognition network is mainly carried out from six aspects: the number of iterative training, the vocal music instruction rate, the number of emotion recognition signal nodes in the artistic psychological intervention layer, the number of sample sets, different feature combinations, and the number of emotion types.The input data of the system is a training class learning video, and actions and expressions need to be recognized before scoring.In the simulation process, before the completion of the sample indicators is unbalanced, the r language statistical analysis tool is used to balance the existing unbalanced data based on the artificial data synthesis method, and 279 uniformly classified samples are obtained.The 279 ∗ 7 dataset was used for statistical identification of the participants.The experimental results show that under the guidance of four different interactive vocal music, the vocal emotion recognition rate is between 65.85%-91.00%, which promotes the intervention of music therapy on artistic psychological intervention.

Journal: Occupational Therapy International (2022)
Publication types: Research Article;
Epidemiological Study of Lung Cancer and Clinical Medication in England from 2001 to 2019

We aimed to explore the epidemiological characteristics and changes of lung cancer and the clinical medication in england from 2001 to 2019.We searched related research using search engine systems such as medline, pub med, and psych info.Lung cancer is a serious disease and the prognosis is usually very poor.The overall mortality rate of lung cancer decreased year by year in england from 2001 to 2019, but men, the elderly, and people exposed to polluted air are still more likely to be infected with lung cancer or die as a result, the prevalence and mortality rate of lung cancer in the north of england is significantly higher than that in the south, and the gap is increasing year by year.Lung cancer has changeable risk factors such as quitting smoking and improving air quality, which can effectively reduce the related risk.Paclitaxel, docetaxel, gemcitabine, and vinorelbine are the main drugs for the treatment of lung cancer in england and the treatment of these drugs is beneficial to the survival and quality of life of patients.Men and the elderly are at high risk of lung cancer, which means that lung cancer has obvious gender inequality and age inequality.At the same time, based on the statistical data of lung cancer risk in different regions, it can be concluded that lung cancer also has strong geographical and economic inequality.Changing risk factors and using drugs can effectively reduce the risk of lung cancer and provide effective treatment.

Journal: Journal of Healthcare Engineering (2022)
Publication types: Review Article;
Evaluation of Incision Margin and Radiotherapy Adjustment in Breast Cancer-Conserving Surgery Based on VR Pathology 3D Reconstruction

At present, the incidence of breast cancer is high worldwide and the most effective way to treat breast cancer is surgery.This study mainly explores the application of pathological three-dimensional reconstruction based on vr technology in the evaluation of the margins of breast-conserving surgery and the adjustment of radiotherapy for breast cancer.In the process of making pathological large slices, the slice markers are counted and the upper and outer cutting edges are located and placed in a large embedding box to prevent tissue deformation.Acdsee6.0 is used to convert the aligned image bmp format into jpg format, the jpg images of each breast are cropped in batches under the same range and size, and then 3ddoctor1.0 is imported to edit the images.The boundary edit tool is activated to segment the target area layer by layer to create a boundary data set of the target structure.The stored file is opened and 3d rendering simple surface and volume rendering on the computer is run to display the surface data 3d display and the volume data 3d display.During vr image processing, the data are imported into the vr image workstation and the radio dexter software system is used for image adjustment, trimming, and sequence extraction.Then, the preliminary processed ct and mri data are displayed in pairs.Through multiplane comparison, manual or automatic fusion tools are used to reduce the gap between image sequences.The surgical process is simulated under vr: by changing the window size and viewing angle; using virtual electric drills, cutting tools, and other virtual instruments; ad selecting the operating microscope perspective; and simulating steps such as breast opening, visual field exposure, and tumor resection.The breast tomographic image was reconstructed in multiple planes, and two-dimensional images of any plane could be observed.10 cases showed high-density shadows and 5 cases showed isodensity shadows.This research contributes to the precise treatment of breast-conserving surgery.

Journal: Journal of Healthcare Engineering (2021)
Publication types: Research Article;
Clinical Treatment Analysis and Imaging Study of Patients with Acute Angina in Cardiovascular Medicine

With the accelerating pace of life, increasing stress and unhealthy diet make cardiovascular disease one of the important diseases that endanger human health, among which the incidence of acute angina is gradually increasing.At present, there are many clinical treatment studies on acute angina pectoris, but the relevant imaging analysis is very lacking.In order to study the clinical treatment of patients with acute angina pectoris and analyze the relevant medical images, to arrive at a more effective treatment method, this article launched an in-depth study.First, we selected 88 patients with acute angina in a hospital as the research object and randomly divided them into a control group (n = 44) and an experimental group (n = 44) yan et al.(2020).The control group was treated with conventional acute angina pectoris drugs, while the experimental group was treated with clopidogrel on this basis.The two groups were treated at the same time, and the treatment time lasted for 3 months.Then, the risk factors of the two groups of patients were analyzed, and the differences were statistically significant ( p &lt; 0.05 ).Then, the medical images of the two groups of patients were analyzed, and the diastolic blood pressure, systolic blood pressure, and coronary artery stenosis were compared before and after treatment.After treatment, the diastolic blood pressure and systolic blood pressure of the experimental group were 88.31 ± 3.15 mm hg and 125.63 ± 4.16 mm hg, respectively.The proportion of patients with zero-vessel disease and single-vessel disease in the experimental group increased to 15.91% and 56.82%.The treatment plan received by the experimental group patients had a better improvement effect.Finally, the clinical efficacy was compared.The total effective rates of the control and experimental groups were 72.7% and 88.6%, respectively.This shows that the treatment method adopted by the experimental group of patients has a better curative effect and is worthy of clinical promotion.

Journal: Journal of Healthcare Engineering (2021)
Publication types: Clinical Study;