syedzayyan/paper_mill_benchmark huggingface dataset:
Injuries in College Basketball Sports Based on Machine Learning from the Perspective of the Integration of Sports and Medicine

Basketball is one of the popular sports in colleges.Basketball injuries are a common thing, and the use of machine learning and other technologies can effectively reduce basketball injuries, which should start with prevention.Nonstandard basketball movements and lack of physical coordination will not only reduce sports efficiency for athletes but also increase the probability of injury.Therefore, effective reduction and targeted prevention of nonstandard actions are of great significance to college basketball.With the development of science and technology, artificial intelligence technology is closer to our lives.Based on the machine learning platform, this paper studies basketball injuries from the perspective of the integration of sports and medicine.Research on what aspects cause college students’ basketball injuries is needed for the future.Effectively preventing college students from being injured in basketball is an urgent problem in the field of sports medicine.To find the most suitable machine learning platform for college basketball injury research, this article will introduce three different methods for comparative analysis.The techniques used in the experiment in this paper are traditional bp neural network technology, scg neural network technology, and rbf neural network technology.Through experiments, it is known that, through experiments, rbf neural network technical prediction accuracy rate is as high as 95.4%, which is a relatively good neural network algorithm for studying the basketball loss of college students.

Journal: Computational Intelligence and Neuroscience (2022)
Publication types: Research Article;
Innovation of Artificial Intelligence and Digital Media in Environmental Art Design

With the current upsurge of innovation and entrepreneurship in china, this paper objectively analyzes the importance of designers’ professional quality and scientific awareness in response to the need for the integration and development of innovative skills and artistic spirit in environmental design.This paper emphasizes that the level of intelligent operation of science and technology should be improved in design, the rigor of intelligent utilization in creative expression should be improved, and the problem of evaluation criteria of artistic design value should be solved based on professional development.This paper gives the design scheme of intelligent monitoring module based on lora technology and designs the hardware circuit of the intelligent monitoring module with msp430f2272 as the core.It includes a microcontroller circuit, a lora module interface circuit, an input signal detection module, a control output module, and the like.This paper focuses on the content, representation, and implementation of the associated configuration table, and compares four analog input signals with variable thresholds.The sensor detects 800lux, and the error is 500lux, which is higher than errmax, so it outputs -10 brightening every time to generate analog input logic.The 4 digital inputs are combined with the analog input logic to generate output control signals by associating operations.

Journal: Wireless Communications and Mobile Computing (2022)
Publication types: Research Article;
Intervention Effect of Group Counseling Based on Positive Psychology on Psychological Crisis of College Student

To analyze the intervention effect of group counseling based on positive psychology on psychological crisis of college student.Method.Scl-90 mental health screening was performed on second-year students in a college by cluster stratification.Among the detected students, 210 were included into the group after brief interview and randomly assigned to the experimental group and the control group.The control group was given conventional intervention measures, and the experimental group was given group counseling according to the interview results.One week before the start, on the day of the end of the intervention and 3 months after the end of the intervention, the mental health level of all subjects was evaluated by symptom self-rating scale, general well-being scale, and adolescent mental resilience scale.Results.The scores of two groups were different at different time points during the intervention.With the extension of time, the score of the self-rating symptom scale in the experimental group decreased significantly, while the total score of the self-rating symptom scale in the control group increased, with statistical significance p &lt; 0.05 .Before the intervention, there was no significant difference in general well-being between the two groups p &gt; 0.05 .At 3 months after the end of intervention, the total score of the general well-being scale in the experimental group increased, while that in the control group decreased, with statistical significance p &lt; 0.05 .Three months after the end of the intervention, the total score of adolescent mental resilience scale in the experimental group increased.Conclusion.Group counseling from the perspective of positive psychology can effectively improve the mental health status of medical students with psychological crisis and improve their mental resilience.

Journal: Computational Intelligence and Neuroscience (2022)
Publication types: Clinical Study;
Interior Design of Aging Housing Based on Smart Home System of IOT Sensor

In order to provide more comfortable living space for the elderly, this paper proposes an interior design method of aging housing based on intelligent home system of internet of things sensors.Taking the residential area as the background environment, create the living space and environment for the elderly through intelligent means.There is a close relationship between the intelligent system in the room and the management center of the residential area and other users in the residential area.Firstly, through the theoretical research on the concepts of home‐based elderly care and intelligent elderly care, the development process of intelligent elderly care is described.Finally, in the “people‐oriented” concept, summarize and analyze the design methods of intelligent elderly care housing.The application results show that the interior form of the residence, the entrance of the lobby, the bedroom, and the kitchen should be designed for aging and intellectualization, respectively.For example, the clear width of the main passage of the bedroom should be greater than 900 mm, and its direction should be to the long side leading to the bed.The layout of furniture should consider leaving 1500 ∗ 1500 mm wheelchair rotation space to facilitate the activities of the elderly.Conclusion .This method can meet the physiological and psychological needs of the elderly.

Journal: Journal of Sensors (2023)
Publication types: Research Article;
Efficacy of Etimicin Sulfate Combined with Cefotaxime Sodium in the Treatment of Patients with Septic Shock and Effect on Serum Inflammatory Factor Levels and Immune Function

To explore the effect of etimicin sulfate combined with cefotaxime sodium and cefotaxime sodium alone in the treatment of patients with septic shock and the effect on serum inflammatory factor levels and immune function.Methods.Total of 95 patients with septic shock who were treated in our hospital from march 2018 to july 2020 were collected as the subjects of this study.Among them, 44 patients who received cefotaxime sodium treatment and were included in the control group, and 51 patients who received etimicin sulfate combined with cefotaxime sodium treatment were included in the research group.The levels of serum il-6 (interleukin-6), pct (procalcitonin), tnf-α (tumor necrosis factor-α), cd3+ (cluster of differentiation 3+), cd4+, cd4+/cd8+, fib (fibrinogen), and pt (prothrombin time), aptt (activated partial thromboplastin time) time before and after treatment, and the treatment effects, mechanical ventilation time, hospitalization time, and incidence of adverse reactions between the two groups were compared.Results.The total effective rate of treatment in the research group (90.20%) was higher than the control group (72.73%) ( p &lt; 0.05 ).After treatment, the serum levels of il-6, pct, and tnf-α, fib, cd3+, cd4+, cd4+/cd8+, and pt and aptt time in the two groups of patients have improved significantly ( p &lt; 0.05 ).Compared with the control group, the research group’s il-6, pct, tnf-α levels, pt, and aptt decreased more, and fib, cd3+, cd4+, and cd4+/cd8+ levels increased more ( p &lt; 0.05 ).The mechanical ventilation time and hospital stay of the research group were significantly shorter than the control group ( p &lt; 0.05 ).There was no significant difference between the total incidence of adverse reactions in the research group (15.69%) and the control group (9.09%) ( p &gt; 0.05 ).Conclusion.Compared with cefotaxime sodium alone, the treatment of etimicin sulfate combined with cefotaxime sodium is more effective in improving the coagulation function and cellular immune function of patients with septic shock, reducing the level of serum inflammatory factors, and having higher clinical treatment effective.

Journal: Evidence-Based Complementary and Alternative Medicine (2021)
Publication types: Clinical Study;
Efficacy of Butylphthalide in Combination with Edaravone in the Treatment of Acute Ischemic Stroke and the Effect on Serum Inflammatory Factors

To investigate the efficacy of butylphthalide combined with edaravone in the treatment of acute ischemic stroke and the effect on serum inflammatory factors.Methods.One hundred and sixty patients with acute ischemic stroke who attended the neurovascular intervention department of our hospital from may 2020 to june 2022 were enrolled as study subjects for prospective analysis and were equally divided into a control group and an experimental group using the random number table method, with 80 cases in each group.The control group was treated with edaravone injection, while the experimental group was treated with butylphthalide combined with edaravone.The disease was recorded to compare the efficacy, erythrocyte sedimentation rate, homocysteine, serum inflammatory factors including tumor necrosis factor-α, c-reactive protein and interleukin-6 levels, and the incidence of adverse reactions between the two groups.Results.The total effective rate of treatment in the experimental group was 90.0% (72/80), while that of the control group was 62.5% (50/80), the total effective rate of the experimental group was significantly higher than that of the control group, and the difference was statistically significant ( p &lt; 0.05 ).After treatment, the erythrocyte sedimentation rate, homocysteine level, and serum tnf-α, crp, and il-6 levels of patients in the experimental group improved compared with those before treatment, and the degree of improvement was better than that of the control group, and the difference was statistically significant ( p &lt; 0.05 ).After 3 months of treatment, a comparison of the incidence of adverse reactions in the two groups showed no statistically significant difference between the two groups ( p &gt; 0.05 ).Conclusion.The treatment of acute ischemic stroke with butylphthalide combined with edaravone has positive significance in improving blood circulation regulation and serum inflammatory factor levels and is reliable and worthy of clinical promotion.

Journal: Disease Markers (2023)
Publication types: Research Article;
Efficacy of Azithromycin plus Glucocorticoid Adjuvant Therapy on Serum Inflammatory Factor Levels and Incidence of Adverse Reactions in Children with Mycoplasma Pneumonia

This study was designed to explore the efficacy of azithromycin plus glucocorticoid adjuvant therapy on the levels of serum inflammatory factors and the incidence of adverse reactions in children with mycoplasma pneumonia.Method.A total of 90 eligible children with mycoplasma pneumonia in our hospital from january 2019 to january 2020 were recruited.They were assigned to receive either azithromycin (control group) or azithromycin plus glucocorticoid (experimental group) according to the order of admission.Outcome measures included clinical efficacy, serum inflammatory factor indicators, lung function, clinical symptom mitigation, length of hospital stay, immune function, incidence of adverse reactions, and psychological status of the eligible children.Results.Azithromycin plus glucocorticoid was associated with a significantly higher total clinical efficacy compared with azithromycin p &lt; 0.05 .No significant differences were found in the serum inflammatory factor indices between the two groups p &gt; 0.05 .The children given azithromycin plus glucocorticoid showed lower levels of serum inflammatory factors versus those given azithromycin alone p &lt; 0.001 .Azithromycin plus glucocorticoid outperformed the monotherapy of azithromycin in terms of lung function p &lt; 0.001 .Children after azithromycin plus glucocorticoid therapy had a faster clinical symptom disappearance and shorter length of hospital stay compared with after azithromycin alone p &lt; 0.001 .Azithromycin plus glucocorticoid resulted in higher levels of immune function indices compared with azithromycin alone p &lt; 0.001 .Azithromycin plus glucocorticoid was associated with a lower incidence of adverse reactions compared with azithromycin p &lt; 0.05 .Lower children’s depression inventory (cdi) scores were witnessed in children given azithromycin plus glucocorticoid compared with monotherapy of azithromycin p &lt; 0.001 .Conclusion.Azithromycin plus glucocorticoid in children with mycoplasma pneumonia can effectively improve the clinical indicators of the children with promising efficacy and high safety, which is worthy of promotion and application.

Journal: Evidence-Based Complementary and Alternative Medicine (2022)
Publication types: Clinical Study;
Efficacy of Apatinib plus S-1 Therapy in the Treatment of Advanced Gastric Cancer Patients and the Effect on the Levels of Tumor Markers and Th1 and Th2-Like Cytokines

To assess the efficacy of apatinib plus s-1 therapy in the treatment of advanced gastric cancer patients and the effect on the levels of tumor markers and th1 and th2-like cytokines.Methods.From october 2019 to december 2020, 100 patients with advanced gastric cancer assessed for eligibility were recruited and assigned at a ratio of 1 : 1 to receive either s-1 regimen (tegafur, gimeracil, and oteracil potassium capsules) (observation group) or apatinib plus s-1 therapy (experimental group).Outcome measures included clinical efficacy serum tumor marker levels, th1 and th2-like cytokine levels, time to progression (ttp), overall survival (os), and adverse events.Results.The s-1 therapy plus apatinib was associated with a significantly higher efficacy versus s-1 therapy alone ( p &lt; 0.05).The eligible patients given s-1 therapy plus apatinib showed significantly lower levels of serum carcinoembryonic antigen (cea), glycoantigen 199 (ca199), and glycoantigen 125 (ca125) versus those receiving s-1 therapy ( p &lt; 0.05).S-1 therapy plus apatinib outperformed the single therapy of s-1 therapy in mitigating the levels of interferon-γ (ifn-γ), tumor necrosis factor-α (tnf-α), interleukin-4 (il-4), and interleukin-10 (il-10) ( p &lt; 0.05).There was no statistically significant difference in the incidence of adverse reactions between the two groups ( p &gt; 0.05).S-1 therapy plus apatinib was associated with a significantly shorter ttp (5.2 ± 0.7 months) and a longer os (9.3 ± 2.5 months) versus s-1 therapy alone (7.1 ± 1.3, 5.1 ± 1.3 months) ( p &lt; 0.05).Conclusion.The efficacy of apatinib plus s-1 therapy showed better improvement in lowering the serum tumor marker levels and ameliorating the th1 and th2-like cytokine levels versus s-1 therapy alone, so it is worthy of clinical application.

Journal: Evidence-Based Complementary and Alternative Medicine (2022)
Publication types: Clinical Study;
Efficacy and Safety of Rupatadine Fumarate Combined with Acupoint Application in Allergic Rhinitis Complicated with Diabetes

The prevalence of allergic rhinitis has exhibited an upward trend, and diabetes is a common endocrine metabolic disorder.Treatment of allergic rhinitis complicated with diabetes has been marginally explored.This study aimed to observe the effect of rupatadine fumarate combined with acupoint application in the treatment of allergic rhinitis complicated with diabetes and its effect on serum ig e levels.Totally 80 patients with allergic rhinitis complicated with diabetes admitted to our hospital from december 2019 to december 2020 were recruited and assigned to receive either rupatadine fumarate (control group) or rupatadine fumarate plus acupoint application (research group).The clinical observation indexes of the two groups of patients before and after treatment were analyzed, and the clinical efficacy of the two groups was evaluated.Rupatadine fumarate plus acupoint application was associated with a significantly higher efficacy (23 cases of markedly effective, 14 cases of effective, and 3 cases of ineffective) versus rupatadine fumarate alone (14 cases of markedly effective, 16 cases of effective, and 10 cases of ineffective) (χ2 = 4.501, p = 0.034).The immunoglobulin e (ig e) and nasal mucosal eosinophils (eos) levels of the two groups of patients after treatment decreased significantly, and the research group had lower results ( p &lt; 0.05).Patients in the research group showed significantly lower syndrome scores than those in the control group ( p &lt; 0.05).Rupatadine fumarate plus acupoint application resulted in significantly lower physical sign scores and interleukin-4 (il-4) levels and higher levels of interferon-gamma (inf-γ) versus rupatadine fumarate alone ( p &lt; 0.05).The two groups showed a similar incidence of adverse events ( p &gt; 0.05).Rupatadine fumarate plus acupoint application may offer a viable alternative for the treatment of allergic rhinitis as it alleviates the clinical symptoms, improves the treatment efficiency, and enhances the anti-allergic effect of the drug, with a high safety profile.

Journal: Computational Intelligence and Neuroscience (2022)
Publication types: Clinical Study;
Efficacy and Risk Factors of Pyrrotinib in Second- and Third-Line Treatments for HER2-Positive Advanced Breast Cancer

A study to examine the efficacy and risk factors associated with pyrrotinib in the second- and third-line treatment of advanced breast cancer with human epidermal growth factor receptor 2- (her2-) positive cells was conducted.Progression-free survival (pfs) was assessed as the primary endpoint, and the objective response rate (orr), overall survival (os), and safety were secondary endpoints.Across all the patients, the orr was 48.57%, and the disease control rate (dcr) was 94.29%.In the follow-up period, the median pfs was 15 months, and second-line treatment had significantly longer pfs than third-line treatment ( p = 0.027 ).The os among all the patients was up to 28 months, but the median os has not yet been reached.Diarrhea (69.57%) was the most important ae, mainly in grades 1 and 2.According to the cox regression analysis, brain metastasis was a risk factor for pfs, while second-line treatment and capecitabine chemotherapy were relevant to a longer pfs correlation among patients.In the second- and third-line treatment, pyrrotinib is still highly effective and safe.Pyrrotinib is a potential ideal salvage treatment plan for patients who failed in first-line treatments.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Research Article;
Efficacy Analysis of Comprehensive Nursing in the Care of Ovarian Carcinoma Treated with Paclitaxel Combined with Nedaplatin

To determine the effectiveness of comprehensive nursing in the care of ovarian carcinoma (oc) patients treated with paclitaxel (ptx) plus nedaplatin (ndp).Methods.The research population comprised 180 advanced oc patients who received treatment in the shaanxi cancer hospital between november 2018 and november 2021.The enrolled cases were assigned to two groups based on different nursing plans: an observation group (og) with 100 cases treated with comprehensive nursing and a control group (cg) with 80 cases intervened by conventional nursing.Intergroup comparisons were performed to identify statistical significance in terms of the following parameters: serum ngf, tk1, and ca15-3 levels; vas, sas, and sds scores; nursing compliance; incidence of adverse reactions; and nursing satisfaction.Results.Compared with cg, og showed the following: (1) lower posttreatment ngf, tk1, and ca15-3 levels; (2) lower scores of sas and sds; (3) higher nursing compliance; and (4) lower incidence of adverse reactions and higher nursing satisfaction after nursing.Conclusions.Comprehensive nursing far outperformed conventional nursing in the care of advanced oc patients treated with ptx plus ndp, which is worth popularizing.

Journal: Computational and Mathematical Methods in Medicine (2022)
Publication types: Research Article;
Effects of Warm Needle Acupuncture plus Xitong Waixi Lotion in Patients with Knee Osteoarthritis: A Randomized Controlled Trial

To evaluate the effect of warm needle acupuncture plus xitong waixi lotion on the levels of il-1, tnf-α, and mmp-3 in patients with knee osteoarthritis.Methods.Eighty patients with knee osteoarthritis admitted to our hospital from october 2019 to june 2021 were recruited and assigned via the random number table method at a ratio of 1 : 1 to receive either xitong waixi lotion (conventional group) or warm needle acupuncture plus xitong waixi lotion (combined group).Outcome measures included clinical efficacy, inflammatory cytokine level, western ontario and mc master universities arthritis index (womac) score, visual analogue scale (vas) score, hospital for special surgery (hss) knee score, and adverse reactions.Results.Warm needle acupuncture plus xitong waixi lotion was associated with a significantly higher clinical efficacy versus xitong waixi lotion alone ( p = 0.006 ).Patients in the combined group had significantly lower levels of interleukin (il)-1, tumor necrosis factor-α (tnf-α), and matrix metalloproteinase-3 (mmp-3) than those in the conventional group ( p = 0.020 ).Warm needle acupuncture plus xitong waixi lotion resulted in significantly lower womac scores and vas scores and higher hss scores for the patients versus xitong waixi lotion ( p = 0.012 ).The two groups had a similar incidence of adverse events ( p = 0.068 ).Conclusion.Warm needle acupuncture plus xitong waixi lotion effectively alleviates the inflammatory response and knee pain in patients with knee osteoarthritis, with significant clinical effects and a high safety profile.

Journal: Evidence-Based Complementary and Alternative Medicine (2022)
Publication types: Research Article;