syedzayyan/paper_mill_benchmark huggingface dataset:
Design and Communication of City Brand Image Based on Big Data and Personalized Recommendation System

In order to define the positioning of the urban brand image, design the urban brand image, integrate and optimize the communication channels, improve the public participation awareness, and enhance the core competitiveness of the city.In this paper, a personalized recommendation search engine based on big data identifies keywords input by urban users.And give more accurate results based on some relevant information that can be extracted.This paper analyzes how to make better use of big data for tourism destination brand image management, and the existing shortcomings, and puts forward relevant suggestions.The industries related to cultural creative design and tourism elements constitute an intertwined cultural and tourism industry chain, and data technology plays an important role in the cultural and tourism industry chain.Through the development of tourism, tourists will produce comprehensive and diversified consumption in the city.Based on the analysis of big data, it can provide strong decision support for the government and industry managers, and realize the image design and communication of the urban brand identification system.Through the big data platform, establish the brand management strategy, improve the communication content of the city’s brand image, and timely feedback the opinions and suggestions of tourists on the tourism destination, so as to adjust the communication strategy of the tourism image according to the feedback information of tourists.The results show that the big data personalized recommendation system can achieve ideal results in urban brand value and urban tourism related factors.

Journal: Journal of Function Spaces (2022)
Publication types: Research Article;
Deconstruction of Urban Public Space Art Design Using Intelligent Sensor and Information Fusion

The main purpose of smart city is to improve the quality of life, improve the efficiency of life, and save the energy resources of life, which is in line with the current global concept of low-carbon environmental protection, energy saving and emission reduction, and ecological sustainable development.Under the process of smart city, the development of urban public space is also committed to meeting the material and spiritual needs of residents’ lives.For the system hardware design, the street lamp node, and the concentrator node hardware design, the sensing node is composed of multiple sensors.Its main components are temperature sensor, infrared sensor, sound sensor, and light intensity sensor, which, respectively, realize the collection of temperature, infrared, sound, and light intensity information.The street light sensing system uses multisensor information fusion technology to detect the situation of people and vehicles in real time, so that people and vehicles can turn on the street lights and turn off the street lights of unmanned vehicles.Adjust the street light switch according to the intelligent analysis of the lighting demand scene in order to enhance the accuracy of the system to identify the lighting demand scene.This enables the system to provide safe lighting conditions for urban traffic while saving the power consumption of urban lighting.The sensor system of the street light randomly selects the detection results of temperature and humidity within a certain period of time.The error rate of the final test result is 1/2 of that of the traditional test, and the accuracy is far lower than that of the traditional measurement method.Regarding the lighting system of street lamps and public art in urban public spaces, it is worthy of extensive promotion to control street lamp lighting through sensor information fusion technology and reduce energy consumption.

Journal: Journal of Sensors (2022)
Publication types: Research Article;
Correlation Analysis of TSB Level and Globus Pallidus-Related Metabolite Indexes of Proton Magnetic Resonance Spectroscopy in the Newborn with Neonatal Jaundice

To investigate the correlation between serum total serum bilirubin (tsb) levels and globus pallidus-related metabolic indexes of proton magnetic resonance spectroscopy (1h-mrs) in the newborn with neonatal jaundice.Methods.50 children with neonatal jaundice admitted to our hospital from january 2019 to january 2021 were recruited and assigned to a mild condition group (tsb &lt; 221 μmol/l, n = 16), a moderate condition group (221 μmol/l ≤ tsb &lt; 3 42 μmol/l, n = 18), and a severe condition group (342 μmol/l ≤ tsb &lt; 428 μmol/l, n = 16) based on peak tsb.The differences in globus pallidus-related metabolic indexes of 1h-mrs between the groups were compared and their correlation with tsb levels was analyzed.Results.The three groups had comparable n-acetylaspartic acid (naa)/creatine (cr), choline (cho)/cr, lactic acid (lac)/cr, and ml/cr levels ( p &gt; 0.05 ), while there were statistical differences in glutamine (glx)/cr levels ( p &lt; 0.05 ).The severe condition group showed the highest levels of neuron-specific enolase (nse), creatine kinase-mb (ck-mb), and troponin (c tnl), followed by the moderate group, and then the mild group ( p &lt; 0.05 ).The tsb level is positively correlated with the 1h-mrs metabolic index glx/cr.Conclusions.The serum tsb level is correlated with the 1h-mrs metabolic index glx/cr in the newborn with neonatal jaundice, and the levels of tsb and glx/cr provide a reference for the diagnosis of bilirubin encephalopathy.

Journal: Evidence-Based Complementary and Alternative Medicine (2022)
Publication types: Research Article;
Effect of Running Exercise on Brain Functional Magnetic Resonance Characteristics of College Students with Depression

In order to effectively reduce the incidence of depression in college students, the author proposes a method to influence brain functional magnetic resonance through running exercise.Aiming at the effect of running exercise on the brain functional magnetic resonance characteristics of depression in college students, through the comparison experiment between the mdd group and the hc group and the retrospective analysis of the sugar water preference experiment in rats, explore it in depth.Experimental results show that under the running exercise for six consecutive weeks, the average body weight of the rats in the depression model group was significantly lower than that in the blank control group, and the health status was significantly better than that in the blank group.Running exercise can effectively affect and reduce the incidence of depression in college students.

Journal: Scanning (2022)
Publication types: Research Article;
Correlation Analysis of Serum Pepsinogen, Interleukin, and TNF-α with Hp Infection in Patients with Gastric Cancer: A Randomized Parallel Controlled Clinical Study

Gastric cancer pathological biopsy and visual examination have been the gold standard for gastric cancer diagnosis, but their operation is costly, demanding, and risky, so it is especially important to find an effective examination method in clinical practice.Aims.To investigate the correlation between serum pepsinogen i (pgi), pepsinogen ii (pgii), pepsinogen i and ii ratio (pgr), il-6, and tnf-α and helicobacter pylori (hp) infection in patients with gastric cancer.Materials and methods.Fifty patients with hp-infected gastric cancer admitted to the department of gastroenterology of our hospital from january 2019 to december 2021 were selected for the study as the observation group, and another 50 patients without hp-infected gastric cancer were selected as the comparison group to compare the correlation analysis of pgi, pgii, pgr, il-6, and tnf-α with hp infection between the two groups after admission and treatment.Results.After measurement, pgi and pgii in the observation group were significantly lower than those in the comparison group, and tnf-α, il-18, and il-6 in the observation group were significantly higher than those in the comparison group, and the comparative differences were all statistically significant ( p &lt; 0.05 ).The results of multivariate logistic regression model analysis of independent risk factors for gastric cancer showed that il-18, hs-crp, and tumor necrosis factor- (tnf-) α were risk factors for hp infection in gastric cancer.Conclusion.The expression of il-18, hs-crp, and tnf-α factors in hp-infected gastric cancer patients is correlated.Il-6, il-18, and tnf-α are involved in the entire process from the onset to the development of hp-positive gastric mucosal inflammation in patients, which is of great value in the diagnosis of gastric cancer and helps to assess the degree of progression and prognosis of gastric cancer.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Clinical Study;
Continuous Renal Replacement Therapy for Hypertension Complicated by Refractory Heart Failure: An Analysis of Safety and Nursing Highlights

This research is aimed at analyzing the safety profile and nursing highlights of continuous renal replacement therapy (crrt) for hypertension (ht) complicated by refractory heart failure (rhf).Methods.Sixty-six ht + rhf patients admitted between march 2018 and december 2021 were enrolled and assigned to two groups: a crrt group with 33 cases treated with crrt and a control group with 33 cases intervened by routine treatment.The therapeutic effect and alterations of cardiac function (cf) indexes were observed in both cohorts.Besides, statistics were made in terms of serum b-type natriuretic peptide (bnp), c-reactive protein (crp) and mean arterial pressure (map) concentrations, time of asthma relief, heart rate recovery (hrr), edema resolution, and hospitalization, as well as incidence of adverse reactions (ars).Finally, pre- and posttreatment psychological quality and pain of both cohorts of subjects were assessed using the self-rating anxiety and depression scale (sas and sds) and visual analogue scale (vas), respectively.Results.Crrt group exhibited higher overall response rate and better cf than control group ( p &lt; 0.05 ), with lower bnp, crp, and map levels, and shorter time of asthma relief, hrr, edema resolution, and hospitalization ( p &lt; 0.05 ); the incidence of ars was similar ( p &gt; 0.05 ); for both groups, the scores of sas, sds, and vas reduced statistically after treatment ( p &lt; 0.05 ).Conclusion.Crrt can effectively improve the therapeutic effect and cf of patients with ht complicated by rhf, to protect the health and safety of patients.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Clinical Study;
Computed Tomography Images under Artificial Intelligence Algorithms on the Treatment Evaluation of Intracerebral Hemorrhage with Minimally Invasive Aspiration

The aim of this study was to investigate the therapeutic effect of minimally invasive aspiration on intracerebral hemorrhage (ich) and the value of artificial intelligence algorithm combined with computed tomography (ct) image evaluation.Ninety-two patients with intracerebral hemorrhage were divided into experimental group (46 cases, minimally invasive aspiration therapy) and control group (46 cases, traditional craniotomy therapy) according to different treatment methods, and ct image scanning was performed.In addition, a ct image segmentation model of intracerebral hemorrhage based on improved fuzzy c-means clustering algorithm (n-fcm) was proposed to process the ct images of the patients.The results showed that the dice coefficient of n-fcm algorithm after the addition of salt and pepper noise was 0.89, which was higher than that of traditional algorithm; the average operation time of experimental group was 58.93 ± 5.33 min, which was significantly lower than that of control group ( 90.21 ± 16.24 min) ( p &lt; 0.05 ); the overall response rate of experimental group was 93.48%, which was significantly higher than that of control group (76.09%) ( p &lt; 0.05 ); one month after operation, the national institutes of health stroke scale (nihss) score of experimental group was 3.89 ± 1.95 points, and the scandinavian stroke scale (sss) score was 10.67 ± 1.76 points, which was significantly lower than that of control group ( p &lt; 0.05 ); the incidence rate of complications in experimental group was significantly lower than that of control group ( p &lt; 0.05 ).It showed that the n-fcm algorithm was superior to the traditional algorithm in ct image processing, with the advantages of good denoising effect and less running time.Minimally invasive aspiration treatment had the advantages of operation time, convenient operation, and less damage to patients, which was beneficial to postoperative recovery and prognosis of patients.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Research Article;
Comprehensive Analysis of Subtypes and Identification of Key lncRNAs Based on Glutamine Metabolism-Related Long Noncoding RNAs

Long noncoding rnas (lnc rnas) are becoming a critical class of metabolic regulate molecule in cancer.Glutamine is a regulator that contributes to each of the core metabolic tasks in proliferating tumor cells.Thus, we aimed to evaluate the association of lnc rnas with glutamine metabolism in lung adenocarcinoma (luad).Methods.Using single-sample gene set enrichment analysis (ss gsea), luad specimens were assigned scores based on glutamine metabolism-related genes, and the shared common glutamine metabolism-related lnc rnas in three different luad data cohorts were identified.Consensus cluster plus was used to perform unsupervised clustering analysis in patients with luad.Key glutamine metabolism-related lnc rnas were identified by first-order partial correlation analysis.Results.A total of 11 shared glutamine metabolism-associated lnc rnas were identified in three luad data cohorts, and luad patients were classified into three glutamine metabolism subtypes based on the expressions of the related genes.C1 exhibited shorter overall survival (os), poor genomic instability, and inadequate infiltration of immune cell types in the tumor microenvironment (tme) and was representative of the immunodeficiency phenotype.C2 represented the immunosuppressive phenotype while c3 represented the immune activation phenotype, exhibiting the highest sensitivity to immunotherapy.Nine of the 11 lnc rnas were localized to the nucleus.Finally, three key lnc rnas, significantly enriched in multiple metabolic pathways, were screened and found to be remarkably related to the os of luad.Conclusion.We identified three glutamine metabolism subtypes of luad, which reflected different os, genomic, and tme features, and identified three key glutamine metabolism-associated lnc rnas may contribute to further study of lnc rnas in cancer metabolism.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Research Article;
Compound Ipratropium Bromide plus Budesonide Inhalation in the Treatment of Acute Exacerbation of Chronic Obstructive Pulmonary Disease and Its Effect on Heparin-Binding Protein

To analyze the clinical effect of compound ipratropium bromide combined with budesonide atomization inhalation on acute exacerbation of chronic obstructive pulmonary disease (aecopd) and its effect on the heparin-binding protein.Methods.A total of 110 patients with aecopd who were admitted to our hospital between january 2020 and january 2021 were enrolled and assigned into control group (conventional treatment + compound ipratropium bromide) and combined group (conventional treatment + compound ipratropium bromide + budesonide) in a 1 : 1 ratio according to different treatment methods.The clinical effects, pulmonary function indexes, and heparin-binding protein levels before and after treatment were compared between the two groups.Results.The treatment with oxygen-driven nebulization of ipratropium bromide combined with budesonide led to a significantly higher total effective rate versus the treatment with ipratropium bromide alone ( p &lt; 0.001 ).After treatment, remarkably higher arterial oxygen partial pressure (pa o2), arterial oxygen saturation (sa o2), forced vital capacity (fvc), forced expiratory volume in one second (fev1), and fev1/fvc in the combined group vs.The control group were observed ( p &lt; 0.001 ).The carbon dioxide partial pressure (pa co2) levels in the two groups were significantly lower than those before treatment, and the decrease in the combined group was greater ( p &lt; 0.001 ).A significantl reduction was observed in heparin-binding protein in both groups after treatment, and the decrease in the combined group was greater versus the control group ( p &lt; 0.001 ).Conclusion.Compound ipratropium bromide plus budesonide via aerosol inhalation therapy might be a preferable approach for aecopd patients.It exhibits a synergistic effect on inhibiting inflammatory mediators and cytokine networks, significantly reduces airway hyperresponsiveness, and improves blood gas indicators and lung function.

Journal: Evidence-Based Complementary and Alternative Medicine (2022)
Publication types: Research Article;
Ecological Effects of Local Materials in Landscape Design based on Machine Learning

The local characteristic landscape is a way of adapting to nature, land, and land space pattern chosen by local people due to their living needs.With the in-depth development of the concept of ecological protection in china, great progress has been made in the cause of ecological environmental protection within the current urban area.This study mainly discusses the ecological effects of local materials in landscape design.It integrates geography, historical literature, landscape ecology, architectural aesthetics, and many other related disciplines.The basic knowledge of rural landscape elements is analyzed and summarized from all levels and angles.However, due to factors such as the contradiction between the urban and rural dual system, the large base of the rural population and construction land, the expansion of cities and the great changes in rural production and lifestyle, the rural living environment is faced with more ecological contradictions, which has become the bottleneck of the country’s overall ecological civilization construction.It comprehensively discusses and analyzes related concepts and theories, and optimizes the concept of rural landscape elements and the relationship between rural landscape elements and modern rural landscape design.It clarifies its classification and exemplifies the application methods of rural landscape elements.The second is to integrate and analyze the application of rural landscape elements through the investigation and analysis of excellent cases.It also compares the rural locality and studies the application of rural landscape elements and their shortcomings.Finally, the construction methods and application strategies of rural landscape elements in modern villages are proposed.Through the reasonable planning and configuration of the traditional village landscape, it creates a living landscape that can meet the actual needs of local people and an ornamental and experiential landscape that can meet the multilevel emotional needs of foreign tourists.This pushes traditional villages toward a benign path of sustainable development.The evaluation index of conformity between vernacular architecture and the environment reached 94%.On the basis of sorting out the problems of ecological planning and construction of rural human settlements, the article constructs the ecological adaptability theory of rural human settlement planning at the theoretical level.This study fully combines the advantages of local materials to build a beautiful village with regional cultural characteristics and ecological type, in order to open up new ideas for future rural planning and design.

Journal: International Transactions on Electrical Energy Systems (2022)
Publication types: Research Article;
Diagnostic Value of Specialist Systems in Sports Knee Injuries

In order to explore the diagnostic effect of the expert system in knee sports injury, a method of diagnostic value of expert system in sports knee sports injury is proposed.This paper mainly takes 200 professional football players in sports higher vocational colleges as the research object.There are 146 male athletes and 44 female athletes; we establish a football injury ontology knowledge base and use a reasoning engine to build an intelligent expert system diagnosis system, allowing users to quickly discover diseases, accurately diagnose injuries, and obtain the best means of rehabilitation.Through the investigation, it can be seen that the body parts caused by football injuries are more complex, and the types of injuries in each part are also different.Therefore, it is particularly important to establish an intelligent retrieval system with convenient query and clear diagnosis by the expert system.With the birth and development of computer and artificial intelligence technology, the development of artificial intelligence expert systems in the medical field has become a reality.The construction of this system will have theoretical and practical significance and application value.

Journal: Scanning (2022)
Publication types: Research Article;
Data Analysis of Ceramic Material Color Matching Collection Points in Furniture Design Based on the Image Difference Prediction Model

The manufacturing process of ceramic materials and exquisite patterns is not simply artistic acts.At the same time, it condensed the excellent traditional culture of ancient china.The application of ceramic materials in modern furniture can not only enhance the taste of living room culture but also show the charm of china’s ceramic culture.Objective.To optimize the scientific data model required by traditional ceramic materials.On the basis of image difference prediction calculation, the data of ceramic material color matching collection points were analyzed and processed, and the image difference prediction model was established.This paper introduces the application and development of ceramic materials in furniture industry.On the basis of the traditional image difference prediction algorithm, the consideration of image difference and difference prediction expansion is added, and the image difference prediction calculation model of ceramic material color matching is established.The survey results show that 83% of customers are very satisfied with the color matching of new ceramic materials calculated by image difference prediction.This experiment uses image difference prediction model to remove the redundant pixels of ceramic material color and make multiple judgments on color display.According to the initial color data of the collection points, this experiment finally obtained a new combination color matching of ceramic wardrobe, which is more suitable for the “minimalist” and “quiet” styles.

Journal: Journal of Function Spaces (2023)
Publication types: Research Article;