Analysis of Graphic Perception Education for Young Children Based on Fuzzy Clustering Analysis.

Geometric ability includes elements of identification, conceptualization, combination, drawing, and reasoning, and graphic perception is an important part of it. Kindergarten science education includes geometry instruction. Children are guided to perceive the relationship between shapes and figures through direct perception, first-hand experience, and practical operation through concentrated educational activities, and form image-concrete thinking over time, enhancing their perception and experience of the relationship between shapes in the objective world, and accumulating certain mathematical perceptual experience. Clustering is a branch of unsupervised pattern recognition that is very useful. Fuzzy clustering, which establishes the uncertainty description of samples to categories and can objectively reflect the real world, has become the mainstream of cluster analysis research. The graphics perception education of children is investigated using fuzzy clustering analysis. The main topic of this paper is how to apply children's graphics to the design of children's educational institutions and open up new creative perspectives for the design of children's educational institutions. The method of graphic perception education: perception education for preschool children is proposed based on the multichannel characteristics of preschool children's aesthetic perception and with reference to the theory of perception. The experimental results show that the improved algorithm reduces segmentation time by 171.48 s when compared to the traditional FCM algorithm for both noisy and high-quality images and that it is significantly faster than the FCM algorithm in terms of segmentation speed. As a result, the model construction of a set of children's graphic perception education for the cognitive characteristics of the age group children can provide corresponding references and references for related topic research.

Suicide attempts presenting to the emergency department before and during the COVID-19 pandemic: a comparative study.

OBJECTIVE: To compare and analyze the differences in the sociodemographic and clinical characteristics of suicide attempters who visited an emergency department (ED) before and during the coronavirus disease (COVID-19) pandemic. METHODS: This single center, retrospective study was conducted by reviewing the medical records of patients in the "self-injury/suicide" category of the National Emergency Department Information System who visited an ED between January 2019 and December 2020. We obtained information on baseline characteristics, suicide attempt, and disposition. Data were analyzed using the chi-squared test. RESULTS: A total of 456 patients were included. The number of patients visiting the ED for suicide attempts increased by 18.2% (from 209 to 247 cases) during the COVID-19 pandemic, and the ratio of suicide attempters to the total number of ED visits increased by 48.8% (from 0.43% to 0.64%, P<0.001). There were significant differences in methods of suicide attempt, endotracheal intubation, ED disposition, and the presence of mental illness. Drug overdose (42.1% vs. 53.4%) and gas inhalation (5.7% vs. 8.5%) increased, and hanging decreased (6.0% vs. 2.0%) during the pandemic. Endotracheal intubation (13.9% vs. 5.7%) and intensive care unit admission (29.7% vs. 14.6%) decreased. More patients with the history of mental illness visited during the pandemic (54.0% vs. 70.1%). CONCLUSION: Since the COVID-19 pandemic began, suicide attempts have increased in this single ED although the lethality of those attempts is low.

Temporal trends in out-of-hospital cardiac arrest outcomes in men and women from 2008 to 2015: A national observational study.

BACKGROUND: We compared the temporal trends in survival and neurological outcomes after out-of-hospital cardiac arrest (OHCA) in men and women. METHODS: A nationwide, population-based observational study enrolled adults with OHCA of presumed cardiac origin from 2008 to 2015. The main outcomes were survival and neurological recovery. We performed trend analyses of potential risk factors and outcomes. Adjusted odd ratios (aOR) were calculated using multivariate logistic regression analysis after adjusting for confounders. To assess whether outcomes had improved over time in both sexes, we calculated the yearly risk-adjusted survival rates and neurological recovery rate for the study period. RESULTS: We included 121,900 patients in the final analysis. Women comprised 36.2% of the patients. During the study, survival improved in both sexes, from 3.2% to 7.9% in men and from 1.8% to 3.7% in women. Neurological recovery improved in men from 1.1% to 5.9% and in women from 0.7% to 2.3%. The risk-adjusted survival rates increased significantly in men from 3.2% in 2008 to 5.7% in 2015 (p for trend <0.01); these rates did not increase to the same degree in women (from 1.8% in 2008 to 3.4% in 2015; p for trend <0.01). After adjusting for confounders, the risk-adjusted neurological recovery rate increased from 1.1% in 2008 to 4.3% in 2015 (p for trend <0.01) in men. This improvement trend was lower in women (from 0.7% in 2008 to 1.5% in 2015, p for trend <0.01). CONCLUSIONS: The outcomes of OHCA improved in both sexes during the study period. The degree of improvement in outcomes was higher in men than in women.

The effects of route of admission to a percutaneous coronary intervention centre among patients with out-of-hospital cardiac arrest.

AIM: Patients with OHCA who are not transported directly to a percutaneous coronary intervention (PCI)-capable hospital may eventually undergo an inter-hospital transfer (IHT). The aim of the present study was to investigate the effects of route of admission to a PCI centre among patients with OHCA. METHODS: We included patients with OHCA of presumed cardiac aetiology that were admitted to a PCI centre between January 2015 and December 2016. The exposure variable was route of admission: direct versus indirect. The 'direct' group was defined as patients who were transferred directly from the field to a PCI centre by emergency medical service (EMS) providers. The 'indirect' group was defined as patients who underwent IHT from a non-PCI centre to a PCI centre. The primary outcome was neurological recovery. We evaluated the effects of route of admission using multivariable logistic regression analysis after adjusting for potential confounders. RESULTS: There were total of 4363 eligible patients: 3488 (78.2%) in the direct group and 975 (21.8%) in the indirect group. Neurologic recovery was better in the direct group (38.0%) than in the indirect group (29.0%). After adjusting for potential confounders, indirect admission was negatively associated with outcomes (adjusted odds ratio [aOR] 0.70; 95% confidence interval [CI] 0.58-0.85). CONCLUSIONS: The route of admission to a PCI centre is associated with neurological recovery among resuscitated patients with OHCA of presumed cardiac aetiology. This has implications for regionalized EMS transport and IHT protocols for patients with OHCA.

Factors associated with the provision of targeted temperature management: A balanced factorial experiment.

AIM: This study examined the influence of patient attributes and provider or organizational factors on the decision to apply targeted temperature management (TTM) to resuscitated out-of-hospital cardiac arrest (OHCA) patients. METHODS: A balanced factorial experiment was conducted among emergency medicine physicians (EMPs). Sixteen OHCA patient scenarios with balanced factors were presented. The balancing factors were dichotomous categories of patient age (45 ±â€¯2 vs. 70 ±â€¯2 years), patient sex (men vs. women), socioeconomic status (SES; higher vs. lower), and guardian attitudes (positive vs. reluctant) regarding TTM. Information on participant and organizational characteristics was collected. The outcome variable was a score (0-100) based on responses to questions that indicated how likely the participants were to apply TTM. RESULTS: Seventy-five EMPs completed the experiment. The median score for the likelihood of TTM application was 85 (interquartile range, 70-95). Scores differed significantly for patient age (90% vs. 80%, p = 0.001), SES (90% vs. 80%, p = 0.001), and guardian attitude regarding TTM (90% vs. 70%, p = 0.001). The likelihood of TTM application was associated with EMP experience with TTM (more or <50 times) (90% vs. 80%, p = 0.001). EMPs working in hospitals with commercial TTM devices or operating protocols were more likely to use TTM than those working in hospitals without TTM devices or protocols (88 vs. 80 and 90 vs. 80; p = 0.001, respectively). CONCLUSION: Patient demographics and provider and organizational factors significantly affected the decision to apply TTM.