syedzayyan/paper_mill_benchmark huggingface dataset:
Balance of Public Medical and Health Services and Reform of Medical Institutions Based on 5G Sensor Technology

Since its reform and opening in 1978, china’s economy has grown rapidly and human life and physical well-being have improved significantly.The public health care system is an imperative guarantee of people’s life and physical health.It is necessary to establish a reasonable planning, a reasonable division of labor, and an efficient medical service system to improve the overall efficiency of health care services and ensure the physical health of the people.The balance of public health care services plays a very important role.It plays a very important role in safeguarding people’s basic right to health, regulating social fairness and justice, promoting the sustainable development of medical and health services, and building a harmonious society.Based on 5g sensor technology, this paper combines relevant research on sensor technology at home and abroad and comprehensively uses related theories such as sensing principles and health care services to discuss the internal operation mechanism of china’s public health care service system.It conducts experiments to compare health care services with 5g sensor technology with existing health care service systems.It compares its bed occupancy rates, hospital admissions and discharges, outpatient and emergency department volumes, and average inpatient costs.It studies the impact of 5g sensor technology on public health care services.The experimental results show that after adopting 5g sensor technology, the average bed utilization rate in the h hospital is 88.71%.The total number of hospitalizations was 9.845 million, and the total number of discharges was 8.668 million.The total number of outpatient visits was 44.259 million, and the total emergency department was 7.694 million.The per capita cost of inpatients in h hospital is 15,840 yuan, and the per capita cost of inpatients in w center is 9,661.75 yuan.

Journal: Wireless Communications and Mobile Computing (2022)
Publication types: Research Article;
An Interactive Nursing Knowledge System Based on Artificial Intelligence and Its Implications for Neonatal Care Management

Nowadays, people are paying greater attention to the concept of childcare, and the healthy development of children is humanity’s hope for the future.The newborn stage is the most critical stage of a child’s development, and learning and mastering neonatal care is the first important lesson for parents.To meet the needs of today’s learners and to break the traditional teaching model, this paper develops a set of interactive newborn nursing knowledge system that composes the content of trivial nursing knowledge, reconstructs the knowledge structure system, and provides new teaching methods such as text browsing, 3d animation presentation, picture presentation, video presentation, interactive games, and tests for newborns.Text browsing, 3d animation, image demonstration, video demonstration, and interactive games and tests, among other new teaching methods, give a new teaching mode and method for neonatal nursing education.The study included 158 infants from local hospital.The study was divided into two groups, each with 80 cases: a control group (conventional care) and a study group (quality care management).The outcomes were contrasted and compared.The results revealed that the study group had a lower incidence of nursing defects than the control group, and the difference was statistically significant ( p 0.05 ); the study group had a lower incidence of diseases than the control group, and the difference was statistically significant ( p &lt; 0.05 ).The study goes over the complete process of incorporating the instructional display into the interactive newborn care knowledge system.Multimedia techniques and applications were researched throughout the design and production process in order to blend intrinsic knowledge material with digital technology to produce new educational ideas.

Journal: Wireless Communications and Mobile Computing (2022)
Publication types: Research Article;
A Study on Insulation Monitoring Technology of High-Voltage Cables in Underground Coal Mines Based on Decision Tree

The insulation state of high-voltage cables in coal mines directly influences the reliability of power supply in coal mines and the level of safe production.In this paper, the degradation mechanism of cable insulation is analyzed, and an online monitoring technology of cable insulation in coal mines based on decision tree is proposed, the technical principle of the judgment method of cable degradation based on decision tree is studied, the feasibility of this technology is verified through simulation, the existing online monitoring solutions for cable insulation are analyzed, and a wide-area synchronous measurement and monitoring system for cable insulation is designed.This technology has been applied in chinese coal mine enterprises in china and achieved a good effect.

Journal: Computational Intelligence and Neuroscience (2022)
Publication types: Research Article;
A Prospective Evaluation of the Awareness, Knowledge, and Management of Osteoporosis in a Cohort of Medical Staff

To investigate the differences in the awareness, knowledge, and management of osteoporosis from a cohort of medical staff after educational intervention.Methods.A total of 653 medical workers from different departments related to the prevention and treatment of osteoporosis from 7 hospitals in ningxia were enrolled.Information was collected using a designed questionnaire.Results.After 5 years of educational intervention and follow-up, medical staff had an increased understanding of osteoporosis diagnosis, including dual-energy x-ray, ultrasound bone sonometer, fragility fracture history, biochemistry markers, and the awareness of the susceptible population.However, there was no improvement in the cognition of single/dual photo absorptiometry, symptoms and signs, and bone turnover index.Their understanding of antiosteoporosis drugs, especially the application of calcitonin, diphosphates, and vitamin d, was significantly promoted, while the perception of indicators and time in follow-up, some adverse drug reactions, and exercise therapy remained unchanged.Medical staff were remarkably less aware of the management of follow-up for osteoporosis, exercise and diet therapy, and bone turnover markers.Conclusion.A great gap was identified in the perception of osteoporosis among medical staff in the ningxia region.After the educational intervention, the knowledge regarding some aspects of osteoporosis generally improved.Much more effort should be made to strengthen the training and learning on the special detection methods of osteoporosis, medications and exercise therapy, and follow-up management.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Research Article;
A Novel Method of Clinical Nursing under the Medical Internet of Things Technology

Internet of things technology began to spread to all industries of our lives; the application of medical internet of things in many hospitals highlighted its advantages and brought a lot of convenience to patients and medical staff.With the continuous progress of china’s medical reform and the continuous improvement of patients’ requirements for medical service quality, this paper discusses the application of medical internet of things in clinical nursing in ward, and the basic information collection, infusion, and mobile nursing were discussed and studied.Through the parallel control study of the laboratory itself, this paper evaluates whether the two different clinical measurement methods of medical internet of things technology and traditional technology are consistent in body temperature, pulse, respiration, and blood oxygen saturation.At the same time, it also deeply studies the value and advantages of internet of things technology in the application of other monitoring indicators in clinical nursing and analyses the problems in its application.The experimental data show that the two measurement methods with different principles can be completely replaced in clinical application, and the time efficiency of the new clinical nursing method under the medical internet of things technology in mapping body temperature, pulse, and respiration has been improved by 76.20% and 72.02%, respectively, surpassing the traditional information technology and realizing the intelligent, automatic, and standardized data acquisition method.It ensures the authenticity of data and the real-time of information flow and meets the needs of resource sharing and medical regional interconnection.

Journal: Journal of Healthcare Engineering (2021)
Publication types: Research Article;
A Deep Learning-Based TE Method for MSs’ Mental Health Analysis

Teaching evaluation (te) is of great significance in education and can judge the value and appropriateness of the curriculum, which is a distinguished part of the educational work.Compared with other courses focusing on imparting knowledge, mental health not only imparts psychological knowledge but also cultivates marxism students’ (mss) ability to adjust psychology and maintain mental health.Therefore, the evaluation of this course has a special character.As the unity of scientific world outlook and values, marxism can promote students’ mental health.When assessing students’ ability to maintain mental health, the influence of marxism should be taken into account.In this study, we first established an evaluation index system in line with the actual mental health considering the influence of marxism and put forward a deep memory network with prior information (pi‐dmn) to realize the aspect‐based sentiment analysis (absa) of the student evaluation text.Combined with students’ scoring of the course, the sentiment analysis results are used as the input dataset of lstm model to realize the te of mental health course.The data analysis exposes that marxism can promote mental health, and the empirical analysis reveals that the accuracy of te can be improved by considering the sentiment analysis of comment texts and can also be improved to a certain extent after aspect labeling of the dataset.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
Fusion Analysis of Chinese Painting Color Teaching and Intelligent Image Color Processing Technology

In order to solve the problem of traditional chinese painting image color processing technology, meet the needs of digital museum construction, make up for the vacancy of color processing technology in traditional chinese painting, and improve people’s understanding of traditional chinese painting.Through the analysis of the experiment, the experimental equipment adopts epson v940 scanner, the color depth is 24 bit true color, and the scanning accuracy is 1200dpi.The main simulation methods of chinese painting are systematically and deeply studied, from which the characteristics of chinese painting are analyzed.Through a large number of formula analysis, it is found that the application of computer image processing technology in chinese painting is very successful, which promotes the development of the digital museum and improves people’s understanding and liking of chinese painting.

Journal: Mobile Information Systems (2022)
Publication types: Research Article;
Analysis of Consumer Aspirations on Chinese Films among Chinese Malaysians

Chinese films have the potential to play a key role in the belt and road initiative.Although chinese malaysians contributed to the development of china’s film industry, the consumption incentives of chinese malaysians for chinese films are worth mentioning.Furthermore, chinese malaysians’ purchasing behaviour towards chinese films is affected by a combination of consuming factors.However, the function of linguistic proximity in the link between consuming incentive and purchasing behaviour is unexplored.This study focused on chinese malaysian students from three universities in selangor and applied online questionnaires in quantitative research methods.Data were collected from 165 chinese malaysians.Results show that chinese malaysians are mostly motivated to watch chinese films by the sense of belonging and vitality.Furthermore, linguistic proximity significantly influences the association between chinese malaysians’ motive for belonging and their purchasing behaviour for chinese films.Moreover, the chinese malaysians consume chinese films with linguistic proximity acting as a moderator in this relationship.

Journal: Mobile Information Systems (2022)
Publication types: Research Article;
The Crucial Role of CXCL8 and Its Receptors in Colorectal Liver Metastasis

Cxcl8 (also known as il-8) can produce different biological effects by binding to its receptors: cxcr1, cxcr2, and the duffy antigen receptor for chemokines (darc).Cxcl8 and its receptors are associated with the development of various tumor types, especially colorectal cancer and its liver metastases.In addition to promoting angiogenesis, proliferation, invasion, migration, and the survival of colorectal cancer (crc) cells, cxcl8 and its receptors have also been known to induce the epithelial-mesenchymal transition (emt) of crc cells, to help them to escape host immunosurveillance as well as to enhance resistance to anoikis, which promotes the formation of circulating tumor cells (ctcs) and their colonization of distant organs.In this paper, we will review the established roles of cxcl8 signaling in crc and discuss the possible strategies of targeting cxcl8 signaling for overcoming crc drug resistance and cancer progression, including direct targeting of cxcl8/cxcr1/2 or indirect targeting through the inhibition of cxcl8-cxcr1/2 signaling.

Journal: Disease Markers (2019)
Publication types: Research Article;
Study on Ultrasonographic Diagnosis and Postoperative Comprehensive Nursing of Rectal Cancer in Preoperative Staging

The aim of this study is to evaluate the value of ultrasonography in preoperative t staging of rectal cancer and to study the effect of psychological nursing and colostomy nursing in patients with rectal cancer after colostomy.In this study, a retrospective comparative analysis was conducted on 41 patients with colostomy after rectal cancer surgery who had been treated in a hospital from june 2020 to june 2021 and 41 patients who only had general nursing.By analysis, 42 cases were detected by trus.Ultrasonic stage (u t) was consistent with pathological stage (p t) in 32 cases, and the coincidence rate was 76%.The tumor length and short diameter measured by 0rus were not significantly related to p t ( p = 0.083, 0.499), while the invasion diameter was related to p t ( p = 0.015).The scores of sas and sds in the nursing group were significantly lower than those in the conventional group, and the degree of depression and anxiety in the nursing group was significantly improved ( p &lt; 0.05).The quality‐of‐life score in the nursing group was significantly higher than that in the conventional group ( p &lt; 0.05), and the daily living ability, regular defecation, and self‐care ability of ostomy in the nursing group were significantly improved.The nursing satisfaction of patients in the nursing group was 95.12%, while that in the conventional group was 80.49%.The nursing satisfaction of patients in the experimental group was significantly higher than that in the conventional group ( p &lt; 0.05).Therefore, for most patients with rectal cancer, trus is an effective means of t staging.When it is difficult to determine the depth of tumor invasion, combining the invasion circumference can improve the accuracy of staging.Conventional nursing combined with psychological nursing and colostomy nursing for patients with rectal cancer after colostomy can effectively relieve patients' bad emotions, improve patients' self‐care ability, and satisfaction degree toward nursing and application of nursing is high.

Journal: Contrast Media & Molecular Imaging (2022)
Publication types: Research Article;
Study on the Correlation between Morphology and Distribution of Common Psoriasis Lesions

Through the analysis of the morphological distribution of psoriasis lesions, we can study the relationship between psoriasis lesions and age, gender, and course of disease and dialectically look at the location of lesion morphology and the impact of course of disease on it, so as to provide more basis for the treatment of psoriasis.Method.Through a questionnaire survey of 512 patients in the dermatology clinic of a well-known traditional chinese medicine hospital in jiangsu province, their symptoms met the diagnostic criteria of psoriasis in chinese clinical dermatology.The current situation of psoriasis was analyzed by literature analysis, and the collected data were analyzed by general mean analysis, analysis of variance, and descriptive analysis.Result.There were some differences in the proportion of male to female in 512 patients.It is possible to conclude that male incidence rate is higher than that of women.It can be deduced from bad habits such as heavy drinking and smoking in male life.Bad habits can reduce male immunity and cause disease.The distribution of skin lesions in different parts shows that the skin is more affected by the outside world, which leads to the repeated attack of psoriasis.The incidence of chest, scalp, and upper arm is also relatively high.There have been similar demonstrations in relevant medical data, which may be related to the vascular density in them.Some substances that induce psoriasis in the dense blood vessels are easy to accumulate here, leading to the pathogenic bacteria to induce the onset of psoriasis.Conclusion.By studying the distribution of psoriasis lesions and the correlation between lesions, gender, and disease course, we can improve the dialectical treatment of psoriasis, which has reference significance, and provide a new thinking direction for the treatment system theory of psoriasis.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Research Article;
Staged Nursing Intervention: The Effect of the Compliance in Liver Cancer Patients with Interventional Therapy

To evaluate the effect of the compliance in liver cancer patients with interventional therapy in the use of staged nursing intervention.Methods.A total of sixty liver cancer patients with interventional therapy were enrolled from january 2019 to december 2020.All patients were randomized to the control group (n = 30) and the experimental group (n = 30); routine nursing intervention and staged nursing intervention were conducted, respectively.The characteristics of compliance, psychological state, and other related indicators were recorded and compared.Results.The experimental group experienced lower vas scores and higher treatment compliance.After intervention, both groups observed obvious reductions in the self-rating anxiety scale (sas) scores, self-rating depression scale (sds), and pittsburgh sleep quality index (psqi) scores, while those were markedly lower in the experimental group (all p &lt; 0.05 ).The experimental group yielded a significantly lower complication rate than the control group ( p &lt; 0.05 ).Conclusion.In liver cancer patients with interventional therapy, staged nursing intervention could effectively relieve the pain, reduce the incidence of complications, and timely eliminate the negative emotion, thus playing a vital impact on the prognosis, worthy of further promotion.

Journal: Journal of Oncology (2022)
Publication types: Clinical Study;
Spiral CT Image Characteristics and Differential Diagnosis Secondary Pulmonary Tuberculosis and Lung Cancer Based on Visual Sensors

Helical ct plain scan has high spatial and area resolution, which is beneficial to the extraction of ct features of pulmonary nodules, and is of great significance for the diagnosis and differential diagnosis of pulmonary diseases.In order to deeply study the role of visual sensor image algorithm in ct image, this paper adopts clinical simulation method, data fusion method, and image acquisition method to collect images, analyze ct image features, and simplify the algorithm and create a ct model that can better diagnose secondary tuberculosis and lung cancer.We selected 45 patients with lung disease in this group, with an average age of 38 years.At the same time, the consistency analysis results of the diameter and plain ct value data of the five groups of cases measured by two observers are between 0.82 and 0.88, which has a good consistency.We could find that the nodule diameters of the five groups of cases were different ( f =16.99, p &lt; 0.01), and the difference was statistically significant ( p &lt; 0.06), indicating that our data are not only accurate but also very reliable.Roc was used to analyze the precise value of ct values in the pulmonary tuberculosis group and lung cancer group, intrapulmonary lymph node group, and pulmonary hamartoma group to determine the cutoff value.The results showed that the auc values of the pulmonary tuberculosis group and the lung cancer group were 0.788, and the middle was the largest, indicating that the values were guaranteed.The basic realization starts with visual sensor technology and designs a clinical model that can more accurately identify ct images and differential diagnosis.

Journal: BioMed Research International (2022)
Publication types: Research Article;
Nanosilver Dressing in Treating Deep II Degree Burn Wound Infection in Patients with Clinical Studies

Patients’ clinical antibiotic treatment of deep ii degree burns usually fails to achieve the ideal effect; in order to avoid the late result in pigmentation, scarring, and even limb dysfunction, it also needs to deal effectively with burn wounds.Aim.The purpose of this study is to evaluate nanosilver dressing in treating deep ii degree burn wound infection in patients with clinical studies.Materials and methods.106 burn patients were classified into the sulfadiazine silver cream (ssc) group ( n = 53 ) and the nanosilver burn dressing (nsbd) group ( n = 53 ).Both of them received basic wound treatment, and wound healing time and pigmentation fading away time of all patients were recorded.And the wound healing rate of the patients was calculated.Serum levels of tumor necrosis factor alpha (tnf-α) and interleukin-1beta (il-1β) were detected pre- and posttreatment.Results.After basic treatment for all patients, sulfadiazine silver cream was used in the ssc group, and nanosilver burn dressing was used in the nsbd group.It was observed that after treatment, compared with the ssc group, there was significant efficiency; wound healing rate, healing time, and pigmentation fading away time were shortened in the nsbd group, and il-1β levels were decreased, and the positive rate of bacterial culture was decreased (all p &lt; 0.05 ).Conclusion.Nanosilver burn dressing in treating deep ii degree burns can effectively reduce the wound infection and promote wound healing.The curative effect was distinct, which was worthy of popularization and application.

Journal: Computational and Mathematical Methods in Medicine (2021)
Publication types: Clinical Study;