syedzayyan/paper_mill_benchmark huggingface dataset:
Perception of the Impact of Artificial Intelligence in the Decision-Making Processes of Public Healthcare Professionals

Technologies are increasingly independent and play important roles in society.Artificial intelligence (ai) is a branch of science that can improve various environments and processes.The health sector stands out among these contexts, especially ophthalmology and dentistry.Studies evaluating the impact of using these technologies in these contexts are still developing.There are still few studies that assess how ai can impact the decision‐making process of health professionals and how it can improve the quality of care provided to these professionals.In this sense, this study aims to evaluate the perception of the impact of ai on the decision‐making process of health professionals and the quality of patient care from the perspective of ophthalmologists and dentists.The methodological strategy used was the application of an online questionnaire with eighteen professionals in these areas.Based on the respondents’ opinions, we sought to assess how these decision‐making processes are affected by the use of technologies and how they impact the quality of patient care.As a result, it was observed that ai has become essential and a facilitator of the diagnostic processes.However, it presents some challenges related to cost, accessibility, ai x professional responsibility, and incentive of agreements.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
Monitoring and Analysis of Cotton Planting Parameters in Multiareas Based on Multisensor

In order to realize cotton growth monitoring, a cotton planting monitoring system based on image processing technology was proposed.The system requires camera to collect cotton canopy images, leaf areometer to detect the leaf area index, and spectrometer to detect the normalized vegetation index ( ndvi ) and the vegetation index ( rvi ).Due to different types of data, based on the establishment of the output transmission system, the canopy coverage was calculated by the image processing method, and there was a linear relationship between canopy coverage ndvi and rvi .The leaf area index (lai) of n content was established, and the model of dry matter accumulation and canopy coverage was exponential.The experiment result shows that the linear and exponential coefficients of the model k and b increased with the increase of the nitrogen application rate.The fitting determination coefficient remained high under different nitrogen application rates.The fitting coefficient r2 of the three models in the two test fields ranged from 0.83 to 0.923, which also met the needs of model evaluation.The system was used to detect the cotton field with good accuracy.

Journal: Mathematical Problems in Engineering (2022)
Publication types: Research Article;
Investigation on Health Promotion by the Typical Sports for Teenagers with Self-Efficacy and Sports Commitment Questionnaires

This work studied the health promotion by the typical sports using self-efficacy and sports commitment questionnaires for 804 teenagers, who were from different interest-oriented sport classes.Five typical interest-oriented sport classes were selected due to the difference in sport characteristics: basketball, swimming, tennis, taekwondo, and archery.Statistical analyses, anova analysis, and multiple comparisons (with least significant difference, lsd) were applied to the collected data.It has been found that boys and girls have similar self-efficacy of adolescent sports health.Adolescents’ self-efficacy of sports health has significant differences among different sports items, where the basketball group scored the highest.Adolescents in the professional level have the highest self-efficacy of sports health, whereas the skillful level and beginner level have no significant difference.The male students are more enthusiastic and fond of sports than female students.There are significant differences between sports commitment and sports health of adolescents in different sports, where the basketball group scored the highest.Exercise induces higher score of sports commitment; however, no significant difference is observed for the skillful level and the beginner level.The significant positive correlation is found between sports health and self-efficacy and sports commitment, self-efficacy, and sports commitment.Besides, the role of self-efficacy is partial intermediary between sports health and sports commitment.

Journal: Evidence-Based Complementary and Alternative Medicine (2021)
Publication types: Research Article;
Innovative Design of Intangible Cultural Heritage Elements in Fashion Design Based on Interactive Evolutionary Computation

The application of intangible cultural heritage cultural elements and traditional crafts in modern design, especially in modern fashion design, is not to flatter the public but to integrate the artistic language of intangible cultural heritage into modern fashion on the basis of deeply understanding the connotation of intangible cultural heritage and mastering its traditional crafts, so as to meet people’s demand for fashion and aesthetics.It can also promote the inheritance and development of traditional intangible cultural heritage culture and technology.The purpose of this study is to analyze the intangible cultural heritage elements in the innovative design of fashion design by using interactive evolutionary computation.According to the composition characteristics of cultural elements, this research uses interactive evolutionary calculation to analyze the current status of intangible cultural heritage elements in clothing design.Then, 30 fashion designers are selected to evaluate the design situation and judge the effect of the method on the design.The results show that the neural network has evaluated 36 generations, that is, 256 times of moderate value.Compared with the general iga algorithm, adding neural network iga can reduce the fatigue caused by user reference score and improve the quality of the optimal solution, and the cultural image attributes whose perception frequency is more than 50% are favored.It is concluded that the research method in the intangible cultural heritage elements in fashion design can improve user satisfaction and the effect is good.This research contributes to the application of intelligent algorithm in the field of fashion design.

Journal: Mathematical Problems in Engineering (2021)
Publication types: Research Article;
Influence of Knowledge-Based Employee Incentive Construction on Innovation Performance Using Psychological Capital

Driven by the silk road economic belt idea, xinjiang uygur autonomous region can fully play its regional advantages and innovate the open economic system.It can transform and upgrade industrial structures with strong regional characteristics and advantages in shihezi.Objective .The purpose is to explore the impact of knowledge‐based employee incentive mechanism (eim) on innovation performance.It is hoped to innovate the knowledge‐based worker (kbw) management in shihezi enterprises.Methods .Based on the psychological theory, the actual production, and living conditions in shihezi, a questionnaire survey is conducted on the kbws of typical enterprises in shihezi.The questionnaire is designed by considering the characteristics of kbws in shihezi city under the development strategy of western chinese cities.In addition, relevant structural equation models and hypotheses are proposed to comprehensively explain the relationship between psychological capital (psy cap), eim, and employee innovation performance (eip).Results .Among the kbws of shihezi enterprises surveyed, the proportion of male and female employees is basically balanced, and both groups have bachelor’s degrees or above.They are mostly young, with a relatively short working year.Most employees are in the rising stage of career development.The overall scores of kbws on the psy cap, ewm, and eip scales are all above 3.5, a high overall score.Model analysis and hypothesis verification show that shihezi knowledge‐based eim significantly affects eip and psy cap.The psy cap has a positive impact on eip.The kbws’ psy cap plays an intermediary role in eip.Conclusion .The research results provide an objective reference for shihezi enterprises to improve the innovation performance of kbws.It enriches the theoretical research of shihezi enterprise innovation and provides a theoretical basis to improve collaborative innovation performance.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
The Application of Art Therapy Based on Particle Swarm Optimization Method for Preschool Children’s Mental Health

Art provides a starting point for children to understand works of art.In the initial stage of life, the development of vision and movement is particularly important, and painting helps coordinate the work of these systems.Art dispels the mystery of art and helps children connect with art classics, thus understanding the language and structure of art.In particle swarm optimization, the inertia weight is constant, but with the increase of iteration times, the inertia weight may become larger or smaller, so it tends to search globally or locally.This paper first analyzes what art therapy is from the basic concepts of art and art education and the stage characteristics of children’s painting and then studies the application of art therapy based on particle swarm optimization in preschool children’s art teaching.Finding the global optimal fitness function in the research process not only simplifies the computational complexity but also approximates the maximum coverage effect provided by the current network.The results show that applying particle swarm optimization algorithm to the research of mental health treatment of preschool children can establish an effective evaluation program in the practical research of children’s art treatment.

Journal: Wireless Communications and Mobile Computing (2022)
Publication types: Research Article;
IoT-Based Remote Health Monitoring System Employing Smart Sensors for Asthma Patients during COVID-19 Pandemic

Covid-19 and asthma are respiratory diseases that can be life-threatening in uncontrolled circumstances and require continuous monitoring.A poverty-stricken south asian country like bangladesh has been bearing the brunt of the covid-19 pandemic since its beginning.The majority of the country’s population resides in rural areas, where proper healthcare is difficult to access.This emphasizes the necessity of telemedicine, implementing the concept of the internet of things (io t), which is still under development in bangladesh.This paper demonstrates how the current challenges in the healthcare system are resolvable through the design of a remote health and environment monitoring system, specifically for asthma patients who are at an increased risk of covid-19.Since on-time treatment is essential, this system will allow doctors and medical staff to receive patient information in real time and deliver their services immediately to the patient regardless of their location.The proposed system consists of various sensors collecting heart rate, body temperature, ambient temperature, humidity, and air quality data and processing them through the arduino microcontroller.It is integrated with a mobile application.All this data is sent to the mobile application via a bluetooth module and updated every few seconds so that the medical staff can instantly track patients’ conditions and emergencies.The developed prototype is portable and easily usable by anyone.The system has been applied to five people of different ages and medical histories over a particular period.Upon analyzing all their data, it became clear which participants were particularly vulnerable to health deterioration and needed constant observation.Through this research, awareness about asthmatic symptoms will improve and help prevent their severity through effective treatment anytime, anywhere.

Journal: Wireless Communications and Mobile Computing (2022)
Publication types: Research Article;
Image Matching Algorithm Based on the Pattern Recognition Genetic Algorithm

Image matching is an important topic in image processing.Matching technology plays an important role in and is the basis for image understanding.In order to solve the shortcomings of slow image matching and low matching accuracy, a matching method based on improved genetic algorithm is proposed.The main improvement of the algorithm is the use of self-identifying crossover operators for crossover operations to avoid premature population maturity.According to the characteristics of the image data, new intersection and mutation operators are defined by the new coding method.The sampling method is used to initialize the population method, introduce an evolution strategy, reduce the number of iterations, and effectively reduce the amount of calculation.The experimental results show that the algorithm can guarantee the matching accuracy and that the calculation time is much shorter than that of the original algorithm.In addition, the image matching calculation time per frame of the algorithm is basically unchanged, which is convenient for engineering applications.

Journal: Computational Intelligence and Neuroscience (2022)
Publication types: Research Article;
Honey on Basketball Players’ Physical Recovery and Nutritional Supplement

Sports injury is a subject that every athlete will face, and it is the easiest to happen in training and competition, especially for basketball players.Moreover, the excessive fatigue caused by sports not only reduces the person’s ability to play sports, but also it reduces the person’s participation in normal training and competition.Sugar and fat play a dominant role in energy metabolism, while protein only plays an auxiliary role.For competitive sports, sugar is the most important energy, and the main components of honey are glucose and fructose.Therefore, this paper attempts to explore the effect of honey on the physical recovery and nutritional supplement of basketball players.In this paper, 10 basketball players in our city were selected as the experimental objects and the data of their physiological and biochemical indexes were analyzed.The results showed that the average hemoglobin of the experimental group decreased from 14.45 g·100 ml−1 in the first week to 13.23 g·100 ml−1 in the second week, increased to 14.25·100 ml−1 in the third week, and increased to 15.79.100 ml−1 in the fourth week.Adding honey can improve the content of hb and ck of basketball players in higher vocational colleges and reduce the increase of bun, to slow down fatigue and accelerate the speed of physical recovery.

Journal: Computational Intelligence and Neuroscience (2022)
Publication types: Research Article;
Home Care System for Mobility Disabilities Based on Intelligent Perception

In order to explore how to realize home care for the elderly with mobility difficulties, this paper proposes a home care system for the elderly with mobility difficulties based on intelligent perception.This method explores the research of home care for mobility disabilities by recommending key technical problems and solutions based on information represented by intelligent perception.The research shows that the home care system based on intelligent perception can effectively solve the nursing problems of the elderly, which is about 60% more efficient than the traditional methods.The combination of intelligent perception and reasonable home care mode will improve the social and economic benefits of health services and promote the balance between supply and demand of the whole health services.

Journal: Computational Intelligence and Neuroscience (2022)
Publication types: Research Article;
Exploration of the Effect of Competence-Oriented Simulated Teaching Training on Comprehensive Competitiveness of Nursing Staff

In order to explore the effect of competence‐oriented simulated teaching training on vocational theory, practice ability, learning effect, and postcompetence of nursing staff, a total of 107 inservice nursing staff in our hospital from january 2021 to september 2021 are selected and analyzed.They are divided into traditional group and simulated teaching group and received traditional explanation and demonstration training and ability oriented simulated teaching training, respectively.The experimental results show that the scores of vocational theory, practical operation ability, learning effect, and competency inventory for registered nurse (cirn) of the simulated teaching group are significantly higher than those of traditional group.It is clearly evident that the competence‐oriented simulation teaching method is beneficial to improve the professional theoretical level and practical ability of nursing staff.Also, the training method can improve the comprehensive learning ability and job competence.

Journal: Contrast Media & Molecular Imaging (2022)
Publication types: Research Article;
Efficacy of Human Adipose Derived Mesenchymal Stem Cells in Promoting Skin Wound Healing

The aim of this pilot clinical study is to evaluate the efficacy of human adipose derived mesenchymal stem cells (hamscs) treatment for the wound healing with patients.Methods.This study was a clinical trial to investigate the efficacy of human adipose derived mesenchymal stem cells treatment for the wound healing with patients.346 patients with skin wounds attending the central hospital of yue yang were enrolled in the study, setting in the period from january 2016 to january 2021.Patients were randomly allocated into two groups: experimental group received treatment with human adipose derived mesenchymal stem cells for each 10 cm2 of wound and control group received conventional dressing with normal saline for each 10 cm2 of wound.Results.No adverse events were recorded during the period of treatment.The granulation tissue coverage rate and thickness of granulation tissue after 10 days of treatment in experimental group were significantly improved compared with control group.Furthermore, the occurrence of bleeding of wound and suppurative wounds between two groups had significant difference ( p &lt; 0.05 ).Conclusion.The data in this pilot study indicated that human adipose derived mesenchymal stem cells may be a safe and effective alternative therapy for wound healing.Moreover, larger, placebo-controlled, perspective studies are necessity to evaluate the efficacy and safety of human adipose derived mesenchymal stem cells treatment for wound healing patients.

Journal: Journal of Healthcare Engineering (2022)
Publication types: Research Article;
Efficacy of Glucocorticoid plus Intravenous Immunoglobulin in Children with Immunoglobulin-Insensitive Kawasaki Disease

This study mainly analyzes the clinical effect of glucocorticoid (gc) plus intravenous immunoglobulin (ivig) in treating children with immunoglobulin (ig)-insensitive kawasaki disease (kd).From september 2013 to november 2021, 86 ig-insensitive kd children were selected, including 46 children (observation group, obs) treated with gc plus ivig, and 40 children (control group, con) treated with ivig.The symptom (fever and fever) resolution time, inflammatory factors (c-reactive protein, crp; procalcitonin, pct; interleukin-6, il-6), immune indicators (cd3+, cd4+, cd8+ t lymphocytes cd3+, cd4+, and cd4+/cd8+), and incidence of adverse reactions were compared between the groups.The results identified shorter fever and rash resolution time in obs compared with con.The posttreatment crp, pct, il-6, and cd8+ and the incidence of adverse events reduced notably in obs and were lower than con, while cd3+, cd4+, and cd4+/cd8+ elevated statistically and were higher than that of con.Our results indicate that gc plus ivig can significantly promote symptom resolution, alleviate inflammatory response, and improve immune function in children with ig-insensitivity kd, with favorable safety and clinical promotion value.

Journal: Journal of Healthcare Engineering (2022)
Publication types: Research Article;
Efficacy Evaluation of High-Volume Hemofiltration in Patients with Severe Acute Respiratory Distress Syndrome

To investigate the efficacy of high-volume hemofiltration (hvhf) in the treatment of severe acute respiratory distress syndrome (ards) caused by sepsis and its effect on serum levels of mi r-126, mi r-184, and map1-lc3.Methods.From july 1, 2015 to december 31, 2021, patients with severe ards caused by sepsis who were admitted to our hospital were retrospectively analyzed.Patients who received conventional treatment were summarized into the control group, and those who received hvhf were summarized into the study group.The treatment effects of the two groups were compared.Results.Ninety-five qualified patients were retrieved, with 42 patients in the control group and 53 patients in the study group.After treatment, the levels of il-6, il-10, tnf-α, mi r-126, mi r-184, and map1-lc3 were significantly lower in the study group ( p &lt; 0.05 for all), whereas pef, frc, tef25%, heart rate, mean arterial pressure, and blood oxygen were significantly higher in the study group ( p &lt; 0.05 for all).Conclusion.Hvhf has a good clinical effect on improving patients with severe ards caused by sepsis and can improve the pulmonary function of patients.

Journal: Evidence-Based Complementary and Alternative Medicine (2022)
Publication types: Research Article;
Effects of Psychological Well-Being and Depression on Menopausal Symptoms in Middle-Aged South Korean Women and the Necessity of Exercise

The purpose of this study was to provide basic data on the health by examining the effects of psychological well‐being and depression on menopausal symptoms and the necessity of exercise in middle‐aged women.This study is a cross‐sectional study using a structured questionnaire.The respondent’s consent was obtained prior to data collection, and the investigation period runs from november 1, 2021 to november 30, 2021.The final analysis included 150 as respondents to the study.The tool developed by yang was used for psychological well‐being, the korean integrated ces‐d tool was used for depression, and the menopause symptom index was used for menopausal symptoms.The differences and levels of psychological well‐being, depression, and menopausal symptoms according to demographic and sociological characteristics were analyzed using descriptive statistics, t ‐test, and anova.The correlation between psychological well‐being, depression, and menopausal symptoms was analyzed by pearson’s correlation, and the effect on menopausal symptoms was analyzed by multiple regression.Because of this study, significant results were found in marital status, religion, economic level, regular exercise, hobbies, personality, and subjective health in the difference in psychological well‐being according to general characteristics.In depression, significant results were found in marital status, education level, monthly income, living status, regular exercise, hobbies, stress, personality, and subjective health status.Moreover, age, frequent exercise, hobby, and subjective health all had a significant impact on menopausal symptoms.According to the findings of the regression analysis, the factors influencing menopausal symptoms were, in that order, depression and psychological well‐being.Among the factors that showed significant results for menopausal symptoms, exercise is recommended as a factor that can alleviate menopausal symptoms due to individual lifestyle changes, so it is expected to contribute to reducing menopausal symptoms and improving quality of life.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;