syedzayyan/paper_mill_benchmark huggingface dataset:
Based on Virtual Reality Technology Research on Innovation and Design of Ceramic Painting Products

In order to obtain the complete color point cloud data of traditional ceramic artworks and reconstruct them efficiently, a 3d digital reconstruction method of ceramic painting products based on virtual reality technology was proposed.By the method, the 3d color point cloud data of ceramic works were collected by the camera 3d scanning equipment.The new postprocessing methods such as fusion and repair were investigated and proposed so as to obtain the complete optimized color point cloud information.The high-fidelity 3d mesh model and simplified mesh of ceramic artworks were obtained through the mesh process and the digital display platform was developed by using virtual reality technology.The experiment results showed that the 3d color point cloud data of traditional ceramic artworks were obtained by +5 exposure blend methods on average in the 6 combined modes and point cloud optimization and repair were completed.High-precision color mesh model was generated and digital promotion and publicity were carried out.The proposed 3d reconstruction technology and virtual display method made a positive exploration for the protection, inheritance, and promotion of china’s ceramic artworks and made a new attempt for the digital protection of cultural heritage by using modern science and technology.

Journal: Mathematical Problems in Engineering (2022)
Publication types: Research Article;
A K-Means Algorithm-Based Method in IOT Applications for Evaluating the Effectiveness of Physical Exercise in Preventing Youth Rebellion

The purpose of this research was to determine the effectiveness of physical exercise in preventing youth rebellion in china.It was determined by using a k -means algorithm based on vignettes, which were collected from various chinese cities.The analysis indicated that physical exercise had a significant effect on lowering youth rebellion risk, while it had no significant effect on increasing youth rebellion risk.This study suggested that physical exercise can be implemented as a preventive measure in preventing the occurrence and growth of youth rebellion.This article provides an assessment of physical exercise as it relates to lessening the occurrence and growth of adolescent violence, specifically among chinese youths.It was found that out of the five types of physical exercise (endurance, strength, flexibility, balance, and coordination), endurance exercises were the most effective at reducing youth violence.Also, it was discovered that there was no significant correlation between youth specific types of physical exercise and its effectiveness on lowering youth violence.Adolescence is a critical period in the development of chinese young people.It is also a time period when many chinese youths have their first exposure to violent behaviors.Between 1985 and 1999, chinese adolescent violent crimes have increased five times in number.Furthermore, research has shown that between 26% and 66% of male college students in china exhibit aggressive behavior.

Journal: Wireless Communications and Mobile Computing (2022)
Publication types: Research Article;
Analysis Model of the Guiding Role of National Sportsmanship on the Consumer Market of Table Tennis and Related IoT Applications

In general, sporting triumphs are likely to be direct reflections of a society’s socioeconomic development.Chinese table tennis achievements have had a huge impact on chinese society since 1950.The chinese table tennis team has won every title in a row, which not only humiliates the world table tennis federation (itbf) but also additionally prompts the present situation of “flourishing chinese table tennis and debauched global table tennis.” furthermore, the impacts of achievement on chinese society are not restricted to sports.It essentially affects society.Regardless of the way that table tennis has a long history, there is little critical familiarity with the physiological necessities of players, particularly during challenge.In this layout, a gander was taken at exploring the ongoing comprehension of the body’s capabilities during table tennis planning and competition, as well as what kind of readiness is involved.The anaerobic alactic system is fundamentally called into play during hard practice and challenge, while the tirelessness structure is depended upon to recover the anaerobic stores depleted during such effort, according to match and practice examination of table tennis coordination.While the anaerobic alactic system is the most overwhelming structure involved during seasons of effort in table tennis, a solid breaking point in steadiness permits a player to recover more quickly for the accompanying match and day of competition.This study surveys explicit examinations connected with cutthroat table tennis and accentuates the requirement for table tennis-explicit preparation and exploration drives.The contribution of the study was to see how sports vision training affected certain visual abilities and table tennis players’ ability to play.The experimental group that followed a 12-week sports vision training regimen demonstrated a significant improvement in selected visual abilities and table tennis playing ability, according to the study’s findings.On all of the examined variables, the control group showed no significant improvement.

Journal: Wireless Communications and Mobile Computing (2022)
Publication types: Research Article;
Analysis and Comparison of Motion Biomechanics Characteristics of Squat Jump and Half-Squat Jump

In order to study the biomechanical characteristics of squat jump and half-squat jump, analysis and comparison were made.This paper tests and analyzes the kinematics and dynamics of 63 young men’s squat jump, and synchronously collects the kinematics and dynamics data of subjects in the process of weight-bearing squat, in-situ free jump, and high platform landing.The experimental results showed that there was significant difference in knee joint angle at the time of toe off ( p &lt; 0.05), and there was significant difference in ankle joint angle at the time of toe off ( p &lt; 0.05).The time law of squat jump and semi squat jump in vertical jump was the same.In vertical jump, the reaction time law of squat jump and semi squat jump is the same, and the recovery standing time is the longest, followed by the take-off time and reaction time.The two vertical jump methods have no effect on the height, time, and speed of exercise take-off.

Journal: Mobile Information Systems (2022)
Publication types: Research Article;
A Visual Comprehensive Evaluation of Cultural and Creative Industry Projects Based on Improved Literature Measurement Method

The innovation of cultural and creative industries is not only helpful to improve the ability of independent innovation and optimize the industrial structure but also beneficial to the improvement of national competitiveness.The research on the innovation system of cultural and creative industry based on soft innovation can not only meet the needs of the development of the times but also will be an important mission of discipline innovation.Based on this, this paper makes multidimensional statistics and analysis of the literature on cultural and creative industry projects published in recent ten years through the method of literature measurement.At present, the research on cultural and creative industry projects in domestic university libraries has made some progress, but there are also some problems, such as small amount of papers, weak research force, wide and deep research, in order to provide reference for the promotion and evaluation of cultural and creative industry projects and promote the in-depth and effective development of cultural and creative industry projects.

Journal: Mobile Information Systems (2022)
Publication types: Research Article;
A Novel Smart Healthcare Monitoring System Using Machine Learning and the Internet of Things

The internet of things (io t) has enabled the invention of smart health monitoring systems.These health monitoring systems can track a person’s mental and physical wellness.Stress, anxiety, and hypertension are key causes of many physical and mental disorders.Age‐related problems such as stress, anxiety, and hypertension necessitate specific attention in this setting.Stress, anxiety, and blood pressure monitoring can prevent long‐term damage by detecting problems early.This will increase the quality of life and reduce caregiver stress and healthcare costs.Determine fresh technology solutions for real‐time stress, anxiety, and blood pressure monitoring using discreet wearable sensors and machine learning approaches.This study created an automated artefact detection method for bp and ppg signals.It was proposed to automatically remove outlier points generated by movement artefacts from the blood pressure signal.Next, eleven features taken from the oscillometric waveform envelope were utilised to analyse the relationship between diastolic blood pressure (sbp) and systolic blood pressure (dbp).This paper validates a proposed computational method for estimating blood pressure.The proposed architecture leverages sophisticated regression to predict systolic and diastolic blood pressure values from ppg signal characteristics.

Journal: Wireless Communications and Mobile Computing (2021)
Publication types: Research Article;
Pathogenic Characterization of a Porcine Circovirus Type 3 Isolate from Heilongjiang, China

The clinical outcome of porcine circovirus 3 (pcv3) infection is still controversial.Herein, a novel pcv3 isolate (pcv3-china/db-1/2017) with the molecular characterization of 24a and 27k in the cap protein was used to inoculate three-week-old cesarean-derived, colostrum-deprived piglets.The nine pcv3 db-1 inoculated piglets exhibited no obvious clinical symptoms or macroscopic lesions.Pcv3 displayed a broad histotropism, including the heart, liver, spleen, lung, kidney, brain, lymph nodes, and tonsil, and the lungs and lymph nodes contained a higher quantity of viral genomes compared to that of the other organs.From 7 days after pcv3 db-1 inoculation, the piglets showed obvious ig g antibody responses against pcv3 r cap-vlps.The cumulative results demonstrated that pcv3 trend to low pathogenicity.

Journal: Disease Markers (2021)
Publication types: Clinical Study;
Osimertinib Improves Overall Survival in Patients with Leptomeningeal Metastases Associated with EGFR-Mutated Non-Small-Cell Lung Cancer Regardless of Cerebrospinal Fluid T790M Mutational Status

Osimertinib has demonstrated promising efficacy against leptomeningeal metastasis (lm) associated with t790m-positive non-small-cell lung cancer (nsclc).However, the effect of cerebrospinal fluid’s (csf’s) epidermal growth factor receptor (egfr) t790m mutation on osimertinib efficacy remains unclear.seventy-eight patients were studied with egfr-mutated nsclc and lm.Case data were collected and egfr mutation status of circulating cell-free dna from paired csf, and plasma of 23 patients with lm was detected using droplet digital pcr.The median overall survival (m os) was 8.08 months (95% ci: 6.07–10.09) in the study.Forty-four osimertinib-treated patients had an improved m os of 13.15 (95% ci: 5.74–20.57) and a median progression-free survival (pfs) of 9.50 months (95% ci: 6.77–12.23) when compared with patients treated with first- or second-generation egfr-tki (m os = 3.00 months (95% ci: 1.32–4.68) and median pfs = 1.50 months (95% ci: 0.00–3.14)).In the osimertinib group, m os values for csf with and without t790m mutation were 22.15 months (95% ci: 9.44–34.87) and 13.39 months (95% ci: 7.01–19.76), respectively, with no statistical differences.Regardless of the csf t790m mutation status, osimertinib demonstrated significant efficacy against lm associated with nsclc.

Journal: Evidence-Based Complementary and Alternative Medicine (2021)
Publication types: Clinical Study;Research Article;
Online Simulation Quality Assessment of Illustration Patterns Based on Digital Art Design in Neural Network Perspective

Digital art illustration as new media is a major advancement in the history of illustration.It has broadened the application of graphic arts and the way of communication.At present, digital illustrators are constantly exploring new artistic expressions for digital illustration in order to pursue new digital effects.A wide range of integrated materials and experimental design concepts are gradually emerging, making digital illustration evolve in the competition.The artistic style of digital illustration has also shown the development trend of “diversification.” with the trend of commercialization of digital illustration, the quality of illustration patterns is gradually neglected.The traditional illustration pattern assessment relies on manual subjective judgment, with backward evaluation means and poor accuracy.This study proposes an illustration pattern evaluation method based on a deep neural network.In particular, this study proposes a reference-free image evaluation model with multiple feature fusion; specifically, we use cnn and information entropy-based methods for feature extraction and regularization methods for information fusion to solve the problem of missing reference images in applications.The chunking process is performed on the basis of considering the influence of information entropy on image quality, and the information entropy of multiple chunked features is calculated as importance weights, representing the degree of their influence on distorted image quality.The experimental results on the digital illustration pattern database show that the method in this study has strong robustness and can output a reasonable and reliable quality assessment score for distorted patterns.

Journal: Mobile Information Systems (2022)
Publication types: Research Article;
Observation on the Rehabilitation Effect of Athletes with Anterior Cruciate Ligament Injury of the Knee Based on Multidisciplinary Combined Nondrug Therapy

This study analyzes the rehabilitation effects of athletes with anterior cruciate ligament injury of the knee based on multidisciplinary combined nondrug therapy.For this purpose, 70 athletes with anterior cruciate ligament injury of the knee admitted from september 2019 to december 2020, who were randomly selected, were the subjects of the study.According to the random number table method, they were divided into the control group and observation group, with 35 cases in each group.The control group was given conventional conservative treatment such as braces braking, local physiotherapy, and routine rehabilitation exercise after injury.For the observation group, multidisciplinary combined nondrug therapy was implemented on the basis of the control group.After receiving the intervention, the balance function score of the observation group was significantly higher than that of the control group, and the difference between the two groups was statistically significant ( p &lt; 0.05).After receiving the intervention, the functional recovery scores of the knee joint of the observation group were significantly higher than that of the control group, and the difference between the two groups was statistically significant ( p &lt; 0.05).Before treatment, there was no significant difference in knee flexion extension, internal rotation, and external rotation between the two groups ( p &gt; 0.05).After treatment, flexion extension, internal rotation, and external rotation of the knee joint in the observation group were significantly higher than those in the control group ( p &lt; 0.05).There was no significant difference in vas scores between the two groups before treatment ( p &gt; 0.05).After treatment, the vas score of the observation group was significantly lower than that of the control group ( p &lt; 0.05).Multidisciplinary combined nondrug therapy has a good therapeutic effect in the treatment of anterior cruciate ligament injury of the knee for athletes.It can be used as a conservative treatment method to improve the score of balance function and recovery of lacquer joint function, enhance the range of motion of the knee joint, and reduce the vas.

Journal: Journal of Healthcare Engineering (2022)
Publication types: Research Article;
Observation on the Effect of Rehabilitative Physical Training on Sports Injuries under Ultrasound Image Examination

In order to observe the effect of rehabilitative physical training on sports injuries under ultrasound examination, this study firstly carried out experiments, induction and analysis of ultrasound examination, and evaluation-related content, especially the diagnosis of ultrasound examination in muscle and tendon injuries caused by various reasons.And the clinical application of treatment (clinical research) is reviewed, in order to provide reference data for clinical stage summary.Then, by determining the fasciculation and location of the tendon rupture injury by ultrasound, the clinic can decide whether or not to proceed with surgery.Small achilles tendon tears only require conservative treatment to avoid the development of complete achilles tendon rupture.Finally, 26 patients and 10 healthy adults were examined by ultrasonography, and each subject was segmented to examine 11 muscles, including the tongue muscle.The bilateral trapezius, bilateral biceps brachii, bilateral abductor pollicis brevis, bilateral quadriceps femoris, and bilateral tibialis anterior muscles were evaluated by ultrasound and statistical methods.The experimental results show that if the fasciculation of the achilles tendon injury does not reach more than 3/11, it indicates that no surgical treatment is required; for those with a complete tear of the achilles tendon, the distance between the broken ends should be further measured in the toe flexion state to evaluate whether surgical treatment is required.It effectively solves the problem of visual diagnosis of sports injuries.

Journal: Scanning (2022)
Publication types: Research Article;
Objective Evaluation of CT Imaging in the Treatment of Lumbar Disc Herniation

The value of ct imaging in evaluating the efficacy of percutaneous transforaminal endoscopic discectomy (pted) in the treatment of lumbar disc herniation (ldh) is explored.A total of 105 patients with ldh admitted to our hospital from march 2018 to september 2019 are selected for treatment with pted, and all patients undergo ct examination before and after surgery.The ct imaging parameters (ct value of spinal canal soft tissue shadow, maximum back shift distance, longitudinal axis length, and intervertebral space height) before and 1 week after operation, the japanese orthopaedic association (joa) scores before and 6 months after the operation are compared, and the excellent and good rate of the operation effect is calculated.The correlation between joa score and ct imaging parameters are analyzed by pearson correlation method.The experimental results prove that pted is effective in treating ldh.Ct imaging can quantitatively measure the data of herniated intervertebral discs to clarify the recovery of the compressed dural sac and nerve roots, and the results are highly consistent with joa score, which can be used as pted objective evaluation method for the treatment of ldh.

Journal: BioMed Research International (2022)
Publication types: Research Article;
Nursing Observation of Improved Administration Route of Protamine Sulfate Neutralizing Heparin

In this study, we have evaluated and examined various nursing effects of improved administration of protamine sulfate neutralizing heparin after cardiopulmonary bypass.For this purpose, retrospective analysis was made about the nursing records and clinical data of 216 patients who underwent cardiac operation under cardiopulmonary bypass in our hospital from january 2018 to december 2020.Among the enrolled patients, 118 patients were given subinterval administration of protamine sulfate neutralizing heparin via aortic root with the assistance of the scrub nurse at the end of cardiac surgery (improved group).A total of 98 patients were administered by the circulating nurse via the central vein (regular group).The changes of body temperature, blood pressure, oxygen saturation before and after heparin neutralization, and the total volume of thoracic drainage within 24 hours after operation were observed in the two groups, so as to evaluate the application effect of the improved administration of protamine sulfate neutralizing heparin from the perspective of nursing.There was no significant difference in age, gender, and other basic characteristics between the two groups ( p &gt; 0.05 ).The volume of drainage in the improved group and the regular group within 24 hours after surgery was 234 ± 26.3 ml and 307 ± 31.8 ml, respectively, p &lt; 0.01 , and the difference was statistically significant.The incidence of adverse reactions in the improved group was much lower than that in the regular group, p &lt; 0.01 .The administration route of the improved group was beneficial to maintain the stability of hemodynamics when using the protamine sulfate to neutralize heparin, which is worthy of clinical nursing promotion.

Journal: Journal of Healthcare Engineering (2022)
Publication types: Research Article;
Noninvasive Spectroscopic Detection of Blood Glucose and Analysis of Clinical Research Status

Frequent measurement of blood glucose concentration in diabetic patients is an important means for diabetes control.Blood glucose monitoring with noninvasive detection technology can not only avoid the pain of patients and eliminate the harm of some biological materials for measuring glucose in vivo but also improve the frequency of detection, so as to control blood glucose concentration more closely.Traditional blood glucose detection methods are invasive and have some limitations.In this study, the significance of noninvasive blood glucose testing was analyzed and was pointed out that noninvasive blood glucose testing can monitor the blood glucose concentration of patients and relieve the pain of patients.Then, this study analyzed the spectral detection methods of noninvasive blood glucose, including conservation of energy metabolism, near infrared spectroscopy, and other spectral detection methods.Finally, this study made a comprehensive analysis of the domestic and international clinical application of noninvasive glucose spectrum monitoring and summarized the clinical application status of noninvasive glucose spectrum monitoring.

Journal: Journal of Healthcare Engineering (2022)
Publication types: Research Article;
Modeling and Analysis of the Relationship between Aerobic Exercise and Obesity Reduction in Adolescents

In order to solve the relationship between youth aerobic exercise and obesity reduction, an improved ant colony algorithm-oriented aerobic exercise method was proposed.Firstly, the changes in body shape, weight, bmi, body fat, body circumference, and other indicators of obese adolescents before and after aerobic exercise were used as the initial pheromone distribution matrix, and the random evolution factor and evolutionary drift threshold were introduced to establish the target function of reducing obesity caused by aerobic exercise in adolescents.The constraint conditions of the relationship between aerobic exercise and adolescent obesity reduction were explained, and the particle algorithm was introduced to establish the optimal model of aerobic exercise for adolescent obesity reduction.The experimental results show that with the increasing number of experiments, the advantages of this method are more obvious.From the overall level, the average modeling error of this method is about 0.053%, while the average error of the traditional method is about 0.186%, which shows that this method can control the error within a reasonable range, and it is proved that the improved ant colony algorithm can have a good correlation with the method of aerobic exercise.

Journal: Journal of Healthcare Engineering (2022)
Publication types: Research Article;