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Prevalence and Risk Factors of Musculoskeletal Disorders among Housewives: A Survey Study 家庭主妇肌肉骨骼疾病的患病率和风险因素:一项调查研究
Pub Date : 2024-07-01 DOI: 10.52403/ijshr.20240250
Charanpreet Kaur, Gaganpreet Kaur, S. Bindra
Introduction: In Indian society, housewives serve as the foundational pillars around which familial structures revolve. Women perform wide variety of activities daily in the kitchen, due to continuous work performance housewives suffer various kind of physical disorders like musculoskeletal disorders, pain in joints, back, shoulders, arms, and hands due to prolong standing posture. Persistence of Musculoskeletal pain results in decreased productivity which at the end leads to poor quality of life.Aim of the study: The survey aims to evaluate prevalence and risk factors of musculoskeletal disorders among housewives.Methodology: A survey study was conducted among 100 housewives. Data was collected through a self-administered questionnaire and Nordic Musculoskeletal Questionnaire to determine the prevalence and risk factors of musculoskeletal disorders. Convenience sampling was used for the study.Results: The findings revealed that the prevalence of MSDs among housewives was 79%. Maximum prevalence (46.8%) was found in the age group 30-40 years. The most common site of musculoskeletal disorder among housewives was multiple regions (46.8%), followed by lower back (21.5%). Other regions such as the neck, knees, shoulders, and elbows also showed varying levels of prevalence.Conclusion: In conclusion, the study showed a higher prevalence of musculoskeletal disorders among housewives. The findings underscore the multifaceted nature of this health concern, influenced by various risk factors including age, BMI distribution, number of dependents, duration of household activities, and types of tasks performed.Keywords: Musculoskeletal Disorders, Housewives, Risk factors
引言在印度社会,家庭主妇是家庭结构的基础支柱。妇女们每天在厨房里从事各种各样的活动,由于持续的工作表现,家庭主妇们患上了各种身体疾病,如肌肉骨骼疾病,由于长时间的站立姿势导致关节、背部、肩部、手臂和手部疼痛。持续的肌肉骨骼疼痛会导致生产率下降,最终导致生活质量下降:调查旨在评估家庭主妇肌肉骨骼疾病的患病率和风险因素:对 100 名家庭主妇进行了调查研究。通过自制问卷和北欧肌肉骨骼问卷收集数据,以确定肌肉骨骼疾病的患病率和风险因素。研究采用了便利抽样法:结果:研究结果显示,家庭主妇的 MSD 患病率为 79%。30-40岁年龄组的发病率最高(46.8%)。家庭主妇中最常见的肌肉骨骼疾病部位是多个区域(46.8%),其次是下背部(21.5%)。其他部位如颈部、膝盖、肩部和肘部也有不同程度的发病率:总之,研究表明,家庭主妇的肌肉骨骼疾病发病率较高。研究结果凸显了这一健康问题的多面性,受到各种风险因素的影响,包括年龄、体重指数分布、受抚养人数量、家务活动持续时间以及所从事工作的类型:肌肉骨骼疾病 家庭主妇 风险因素
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引用次数: 0
Assessment of the Prevalence and Factors Contributing to Drug and Alcohol Use Among Young People in South-South, Nigeria 评估尼日利亚南南地区年轻人吸毒和酗酒的流行率和诱因
Pub Date : 2024-07-01 DOI: 10.52403/ijshr.20240245
Usoro Udousoro Akpan, Muhydeen Opeyemi Olojo, Tolulope Israel Oni
Background: Adolescent substance abuse is a major public health concern in Nigeria, having far-reaching effects on both individuals and society. The susceptibility of Nigerian youth to substance abuse is influenced by numerous factors including socioeconomic factors like poverty, unemployment, and limited access to education.Method: The research employed a cross-sectional descriptive design. Four hundred and fifty individuals were interviewed using interviewer-administered, structured questions through a multi-stage sampling procedure. After manual data analysis, a chi-square test statistic was employed to determine whether there was a significant relationship between the categorical variables, with a p-value of less than 0.05.Results: Out of the 450 responders, 241 (53.6%) male and 209 (46.4%) female were questioned. More than half of the respondents (54.5%) were between the ages of 19-21 years old. According to the survey, 182 people (or 40.4% of the sample) use one or more substances. The most popular ones are Alcohol, which is followed by paracetamol and cigarettes. About 93.1% and 87.3% of the respondents identified negative peer influence and lack of parental care as factors that influence drug and alcohol abuse respectively. The study also reveals a statistically significant relationship between Age, gender, and substance use. Conclusion: Adolescents actively use illegal substances, making drug misuse a pervasive social issue that disproportionately impacts young people. It also highlights how crucial peer and family pressure is to the development and maintenance of prescription medication abuse.Keywords: Adolescent, Drug misuse, Drug abuse, Alcohol
背景:青少年药物滥用是尼日利亚的一大公共卫生问题,对个人和社会都有深远影响。尼日利亚青少年容易滥用药物受到多种因素的影响,包括贫困、失业和受教育机会有限等社会经济因素:研究采用横截面描述性设计。通过多阶段抽样程序,使用访谈员提出的结构化问题,对 450 人进行了访谈。经过人工数据分析后,采用卡方检验统计法确定分类变量之间是否存在显著关系,P 值小于 0.05:在 450 名受访者中,男性 241 人(53.6%),女性 209 人(46.4%)。超过一半的受访者(54.5%)年龄在 19-21 岁之间。调查显示,182 人(占样本的 40.4%)使用一种或多种药物。最常见的是酒精,其次是扑热息痛和香烟。约 93.1%和 87.3%的受访者认为,朋辈的负面影响和缺乏父母关爱分别是影响吸毒和酗酒的因素。研究还显示,年龄、性别与药物滥用之间存在显著的统计学关系。结论青少年积极使用非法药物,使药物滥用成为一个普遍的社会问题,对青少年造成了极大的影响。这也凸显了同伴和家庭压力对处方药滥用的发展和维持有多么重要:青少年 滥用药物 药物滥用 酒精
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引用次数: 0
Toxic Epidermal Necrolysis by Lamotrigine - A Case Report of Fatality 拉莫三嗪中毒性表皮坏死症--一例死亡病例报告
Pub Date : 2024-07-01 DOI: 10.52403/ijshr.20240232
Shubhayu Som, Tapas Bera, Lopamudra (Dhar) Chowdhury
Toxic epidermal necrolysis (TEN) is an immune mediated fatal adverse muco-cutaneous drug reaction characterized by extensive exfoliation of the epidermis and mucous membrane. It may result in sepsis and death. In most cases, TEN is caused by certain drugs & vaccines. TEN involves more than 30% of body surface area. Steven Johnson Syndrome also shows the same disease process and same spectrum of drug-induced epidermolysis.A 37-year-old patient who was on Lamotrigine, Escitalopram & Clonazepam for multiple somatoform disorder developed generalized vesicular rash with fever after 2 weeks of initiation of lamotrigine. The patient was admitted to the hospital and Lamotrigine was taken off. Patient was given conservative management. Adverse drug reaction was reported to Adverse drug reaction monitoring centre (AMC) and severity was assessed by WHO-UMC Scale. Patient died after 5 days of admission. Score of Toxic epidermal necrolysis (SCORTEN Scale) is used to assess severity of the illness and to predict mortality rate. Early Diagnosis, withdrawal of offending agent, timely proper supportive management can help in lowering the mortality.Keywords: Toxic epidermal necrolysis, Lamotrigine, Adverse drug reaction, Multiple somatoform disorder, Steven Johnson Syndrome, Score of Toxic epidermal necrolysis
中毒性表皮坏死(TEN)是一种由免疫介导的致命的粘液皮肤药物不良反应,其特征是表皮和粘膜大面积脱落。它可能导致败血症和死亡。在大多数情况下,TEN 是由某些药物和疫苗引起的。TEN 涉及 30% 以上的体表面积。一名 37 岁的患者因多种躯体形式障碍而服用拉莫三嗪、艾司西酞普兰和氯硝西泮,在服用拉莫三嗪 2 周后出现全身水泡状皮疹并伴有发热。患者被送入医院,并停用了拉莫三嗪。患者接受了保守治疗。患者向药物不良反应监测中心(AMC)报告了药物不良反应,并根据世卫组织-UMC量表评估了不良反应的严重程度。患者入院 5 天后死亡。中毒性表皮坏死评分表(SCORTEN Scale)用于评估病情严重程度和预测死亡率。早期诊断、停用致病因子、及时采取适当的支持治疗有助于降低死亡率:中毒性表皮坏死症 拉莫三嗪 药物不良反应 多发性躯体形式障碍 史蒂文-约翰逊综合征 中毒性表皮坏死症评分表
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引用次数: 0
Effectiveness of Educational Program on Self-efficacy Behaviors of Asthmatic Patients 教育计划对哮喘患者自我效能行为的影响
Pub Date : 2024-07-01 DOI: 10.52403/ijshr.20240254
Halemaneyavaradananagowda, B. A. Y. Swamy Gowda
Asthma is a common chronic respiratory disease that affects around 300 million people of all ages worldwide so that it has an impact on patients both physically, activity restrictions, and psychosocially, in terms of quality of life. Objective: This study aims to assess the effectiveness of Educational Program on Self-efficacy Behaviors of Asthmatic Patients. Study was based on quasi experimental with experimental and control design; by adopting purposive sampling technique sample were selected and data was collected by Asthma Self-efficacy Behavior measures Questionnaire (ASQ). Findings showed Self-efficacy scores in pre and post-test. The overall pre-Self-efficacy mean scores were 17.26 and post-test Self-efficacy mean scores was 18.58 and mean difference of Self-efficacy scores was 1.320. The obtained t- test value was 3.146 which shows statistical significance at p<0.05. The educational intervention appears to be an effective method to improve asthma control self-management behaviors and self-efficacy in asthma patients.Keywords: Asthma, Patients, Asthma Self-efficacy Questionnaire (ASQ)
哮喘是一种常见的慢性呼吸道疾病,影响着全球约 3 亿不同年龄段的人,因此对患者的身体、活动限制以及社会心理和生活质量都有影响。研究目的本研究旨在评估哮喘患者自我效能行为教育计划的效果。研究采用实验与对照相结合的准实验设计,通过有目的的抽样技术选取样本,并通过哮喘自我效能行为测量问卷(ASQ)收集数据。研究结果显示,哮喘患者在测试前和测试后都获得了自我效能得分。测试前自我效能感的总平均分为 17.26 分,测试后自我效能感的平均分为 18.58 分,自我效能感得分的平均差为 1.320 分。得出的 t 检验值为 3.146,在 p<0.05 时具有统计学意义。教育干预似乎是改善哮喘患者哮喘控制自我管理行为和自我效能的有效方法:哮喘;患者;哮喘自我效能问卷(ASQ)
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引用次数: 0
Impact of Stroke on the Quality of Life of its Survivors 中风对幸存者生活质量的影响
Pub Date : 2024-07-01 DOI: 10.52403/ijshr.20240249
Deborah Snegalatha, Rebecca Sumathy Bai
Introduction: Ischemic Stroke is due to sudden loss of blood circulation to an area of the brain, resulting in loss of neurologic function. The incidence in India ranges between 105-152/100,000 people/year. Despite all the advancements in care, stroke continues to be the 2nd leading cause of mortality and the 1st cause of long-term disability. The activities of daily living of patients with chronic stroke affect their Quality of Life (QoL). The majority of stroke survivors continue to live with disabilities, and this can have a profound impact on their QoL.Aims & Objectives: To assess the impact of stroke on the various domains of the quality of life of its survivors, who are treated by the Department of Neurological Sciences, Christian Medical College, Vellore.Methods: A descriptive study design employing a non-probability purposive sampling technique was used to recruit 90 stroke survivors. Written consent was obtained, demographic and clinical variables were collected using interviews, and the impact of stroke on its survivors was assessed using the Stroke Specific Quality of Life (SS-QoL) scale.Results: The participant's mean age group was 48.92±12.97 ranging between 26 -78 years respectively; 67.8% were males, 34.4% of them were unskilled workers, 66.7% had a thrombotic type of ischemic stroke, 56.7% had a moderate National Institutes of Health Stroke Scale grade at admission, 26.7% and 25.6% had a modified Rankin Score of 2 and 1, respectively. Among the participants, 47.8% of them had a stroke at the ages of 31-50 years, and the majority (91.1%) of them had comorbidities. The majority (44.77%) of them had a moderate QoL. Among the SS-QoL domains, the mean scores were the highest in the vision domain (4±1.26) and the lowest in the energy domain (2.47±1.25). There was a significant association between the QoL of stroke survivors and their socioeconomic status (p=0.033), type of ischemic stroke (p=0.047), and limb involvement (p=0.034). A positive correlation (p=0.00) was observed among various QoL domains.Conclusion: These findings provided not just insight into the impact of stroke on the QoL of its survivors but also emphasized the need to sensitize the healthcare care professionals to provide care during both the acute period and also continue to ensure all the domains of a good QoL is addressed during the follow-up and rehabilitation.Keywords: Ischemic Stroke, Quality of Life, Stroke Survivor
简介缺血性中风是由于大脑某个区域突然失去血液循环,导致神经功能丧失。印度的发病率在 105-152/100,000 人/年之间。尽管在护理方面取得了诸多进步,但中风仍然是导致死亡的第二大原因和导致长期残疾的第一大原因。慢性中风患者的日常生活会影响他们的生活质量(QoL)。大多数中风幸存者仍然带着残疾生活,这会对他们的生活质量产生深远影响:评估中风对在韦洛尔基督教医学院神经科学系接受治疗的幸存者生活质量各方面的影响:采用描述性研究设计,采用非概率有目的抽样技术,招募了 90 名中风幸存者。获得了书面同意,通过访谈收集了人口统计学和临床变量,并使用中风生活质量量表(SS-QoL)评估了中风对幸存者的影响:受试者的平均年龄为(48.92±12.97)岁,年龄介于 26-78 岁之间;67.8% 为男性,34.4% 为非技术工人,66.7% 为血栓性缺血性脑卒中,56.7% 入院时美国国立卫生研究院脑卒中量表为中度,26.7% 和 25.6% 的受试者修改后的 Rankin 评分分别为 2 分和 1 分。参与者中,47.8%的人在 31-50 岁时发生卒中,其中大多数(91.1%)有合并症。大多数人(44.77%)的 QoL 处于中等水平。在 SS-QoL 领域中,平均得分最高的是视力领域(4±1.26)分,最低的是能量领域(2.47±1.25)分。脑卒中幸存者的 QoL 与他们的社会经济地位(p=0.033)、缺血性脑卒中类型(p=0.047)和肢体受累(p=0.034)之间存在明显关联。各 QoL 领域之间呈正相关(p=0.00):这些研究结果不仅让我们深入了解了中风对幸存者生活质量的影响,还强调了提高医疗保健专业人员在急性期提供护理的敏感性的必要性,并继续确保在随访和康复期间解决良好生活质量的所有领域:缺血性中风 生活质量 中风幸存者
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引用次数: 0
Chronic Uterine Inversion in a Young Adult: Case Report 一名年轻成年人的慢性子宫内翻:病例报告
Pub Date : 2024-07-01 DOI: 10.52403/ijshr.20240243
Anusha Suresh Shetty, Kiran Shinde, Santosh Shahane
Background: Uterine inversion is a rare but serious complication wherein the uterus is partially or completely turned inside out. It can either be acute or chronic. Unlike acute uterine inversion which occurs as a complication during parturition, which can be promptly managed, chronic uterine inversion poses a diagnostic difficulty even for an experienced gynecologist. We, herein, report a patient who was managed and followed up at our institution for chronic uterine inversion.Case presentation: A 30-year-old female, P4L4 previous all vaginally delivered, presented with complaints of something coming out of her vagina, per vaginal bleeding and foul-smelling discharge. On Physical examination, the patient was severely anaemic and revealed a bleeding, necrotic mass on inspection and the entrance of the cervix felt high up on per speculum and per vaginal examination. The patient was diagnosed as having chronic uterine inversion. The patient was admitted and was made hemodynamically stable with intravenous fluids and three units of blood. Manual reduction using vaginal procedure to reposition the uterus wasn’t successful, hence she was taken up for surgery. Fibroid was resected vaginally. Then Haultain rectification procedure was performed and then the definitive procedure of hysterectomy was done. Postoperatively, the patient was kept under observation and was vitally stable. Histopathology reported leiomyoma.Conclusion: Though non-puerperal uterine inversion is rare, a few cases will still have to be managed without any previous experience. This differential has to be considered as a possibility in a non-pregnant woman presenting with bleeding or mass per vagina with or without hypotension and can very rarely present as postmenopausal bleeding. Irrespective of age or parity, pre-operatively or intra-operatively, associated malignancy is to be ruled out in every case of uterine inversion. The prognosis depends on prompt diagnosis and timely intervention. Keywords: Fibroid, chronic, non-puerperal, uterus, inversion.
背景:子宫内翻是一种罕见但严重的并发症,即子宫部分或完全内翻。它可以是急性的,也可以是慢性的。急性子宫内翻是分娩时发生的并发症,可以及时处理,而慢性子宫内翻则不同,即使是经验丰富的妇科医生也很难诊断。我们在此报告一名在我院接受治疗和随访的慢性子宫内翻患者:一名 30 岁的女性,P4L4 之前均经阴道分娩,主诉有东西从阴道中流出、阴道出血和恶臭分泌物。经体格检查,患者严重贫血,检查时发现一个出血、坏死的肿块,经窥阴器和阴道检查,宫颈入口处感觉较高。患者被诊断为慢性子宫内翻。患者入院后,通过静脉输液和三个单位的血液,血流动力学趋于稳定。使用阴道手动缩宫术使子宫复位并不成功,因此她被送去接受手术治疗。子宫肌瘤经阴道切除。然后进行了Haultain矫正术,最后进行了子宫切除术。术后,患者一直处于观察状态,生命体征稳定。组织病理学报告为子宫肌瘤:虽然非产褥期子宫内翻很少见,但仍有少数病例需要在没有任何经验的情况下处理。如果非怀孕妇女出现阴道出血或肿块,同时伴有或不伴有低血压,则必须考虑这种鉴别诊断的可能性。无论年龄或胎次、术前或术中,每一个子宫内翻病例都必须排除相关的恶性肿瘤。预后取决于及时诊断和及时干预。关键词子宫肌瘤 慢性 非产褥期 子宫内翻
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引用次数: 0
Lifestyle Practices of Adolescents in a Tertiary Care Centre in India 印度三级医疗中心青少年的生活方式
Pub Date : 2024-07-01 DOI: 10.52403/ijshr.20240241
Esther Kanthi, Ananthi Ebenezer, Reshmi Ys
Introduction: Adolescents are individuals in the 10–19year age group; there are 253 million adolescents in India. Growth and development are predominant during adolescence, a relatively healthy time. Good diet, physical activity, sleep, and screen time are pillars of good health.Aims & Objectives: To identify lifestyle practices such as diet, physical activity, sleep, and screen time among adolescents in the outpatient and inpatient services, Departments of Paediatrics and Paediatric Surgery, Christian Medical College, Vellore.Methods: A descriptive study design employing a non-probability purposive sampling technique was used to recruit 1420 adolescents. Written consent and assent were obtained, demographic and clinical variables were collected using interviews, and the lifestyle practice was assessed using a modified YRBS questionnaire.Results: 70.8% of the adolescents were in the age group of 10-14 years; males and females were almost equal (46.2 and 53.8%), 73.6% lived in nuclear families, and 19.4% had a BMI of 23 adult equivalent. Regarding diet in the past 7 days, 41.3% did not consume green/vegetable salads, and 89.7% of the adolescents ate breakfast daily, but the meals of 81.4% did not contain 25% carbohydrates. 42.2% did not meet the recommended 60 minutes of daily physical activity, and 51% were not a part of any sports team in the past year. Most (33.8%) of the adolescents slept for about 8 hours during the school days, but 68% reported difficulty falling asleep. Most participants (58.7% and 59.2%) stopped screentime just before sleep on weekdays and weekends. Conclusion: Adolescence is when lifestyle behaviours that affect present and future health begin. Therefore, helping adolescents establish healthy lifestyles and avoid developing health risk behaviours is crucial and should be started before these behaviours are firmly established.Keywords: Adolescents, Lifestyle, Diet, Physical Activity, Sleep, Screen time.
导言:青少年是指 10-19 岁年龄段的人,印度有 2.53 亿青少年。青春期是一个相对健康的时期,生长发育在这一时期占主导地位。良好的饮食、体育锻炼、睡眠和屏幕时间是健康的支柱:在韦洛尔基督教医学院儿科和小儿外科门诊和住院病人中确定青少年的饮食、体力活动、睡眠和屏幕时间等生活方式:采用描述性研究设计,采用非概率有目的抽样技术,招募了 1420 名青少年。在获得书面同意后,通过访谈收集了人口统计学和临床变量,并使用改良的 YRBS 问卷对生活方式进行了评估:70.8%的青少年年龄在 10-14 岁之间,男女比例几乎相等(46.2% 和 53.8%),73.6%的青少年生活在核心家庭,19.4%的青少年的体重指数相当于 23 个成年人。在过去 7 天的饮食方面,41.3% 的青少年没有食用绿色/蔬菜沙拉,89.7% 的青少年每天都吃早餐,但 81.4%的青少年的正餐不含 25% 的碳水化合物。42.2%的青少年没有达到建议的每天 60 分钟体育锻炼时间,51%的青少年在过去一年中没有参加任何运动队。大多数青少年(33.8%)在校期间的睡眠时间约为 8 小时,但 68% 的青少年表示难以入睡。大多数参与者(58.7% 和 59.2%)在平日和周末临睡前停止了上网时间。结论青少年时期是影响现在和未来健康的生活方式行为的开始阶段。因此,帮助青少年建立健康的生活方式并避免形成健康风险行为至关重要,而且应在这些行为牢固确立之前就开始进行:青少年 生活方式 饮食 身体活动 睡眠 屏幕时间
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引用次数: 0
Heart Failure Predictive Analysis Using Decision Tree Classification 利用决策树分类法进行心衰预测分析
Pub Date : 2024-07-01 DOI: 10.52403/ijshr.20240239
Venkata Subbarao Manne
With an average age of 28 compared to Western countries, India's young population accounts for half of heart attacks in South Asia, which happen to people under 52. Autopsy reports, which identify the actual cause of death, frequently concentrate on sudden deaths in young adults that have no apparent reason or warning signs. Fat accumulation in the blood vessels of the heart is the cause of abrupt, unexpected natural deaths. The heart stops beating and loses blood as a result of these arteries narrowing or blocking. The body may exhibit subtle symptoms prior to abrupt death, such as shortness of breath, palpitations, tightness in the chest, and chest discomfort. A decision tree classification is a death dataset model that generates labelled classes at leaf nodes and makes judgments at edges to predict class labels for subsequent records. The purpose of the proposed paper study is to predict abrupt natural deaths, which are frequently brought on by smoking, by using regression analysis, a statistical technique that establishes the relationship between independent and dependent variables. The experiment's outcome, which looks at how Artificial Neural Networks (ANN) may be used to forecast heart failure, shows five records out of 50,000 patients from different hospitals. Perceptron’s, both single- and multi-layer, were used to gather patient information.Keywords: Artificial Neural Network, Linear Regression Analysis, Sudden and Unexpected Natural Deaths etc.
与西方国家相比,印度的平均年龄为 28 岁,印度的年轻人口占南亚心脏病发作人数的一半,这些心脏病发作都发生在 52 岁以下的人身上。验尸报告可以确定真正的死因,但往往集中在没有明显原因或警兆的青壮年猝死。心脏血管中的脂肪堆积是突然、意外自然死亡的原因。心脏停止跳动和失血是这些动脉变窄或堵塞的结果。人体在突然死亡前可能会出现一些细微的症状,如呼吸急促、心悸、胸闷和胸部不适等。决策树分类是一种死亡数据集模型,它在叶节点上生成标签类,并在边缘上做出判断,以预测后续记录的类标签。本文研究的目的是通过使用回归分析(一种建立自变量和因变量之间关系的统计技术)来预测突然的自然死亡(经常由吸烟引起)。实验结果显示,在来自不同医院的 50,000 名患者中,有五份记录显示,人工神经网络(ANN)可用于预测心力衰竭。单层和多层感知器被用来收集病人信息:人工神经网络、线性回归分析、突然和意外自然死亡等。
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引用次数: 0
‘Math is not for me’. Investigating Mathematics Anxiety in Secondary and Higher Education: A Critical Discussion of Current Practices and Future Recommendations 数学不适合我"。调查中等和高等教育中的数学焦虑:对当前做法和未来建议的批判性讨论
Pub Date : 2024-07-01 DOI: 10.52403/ijshr.20240234
Georgios Tsirimokos, Eleni Lekka, Georgios Pilafas
Mathematics anxiety is a contemporary issue, characterized by feelings of stress, worry, apprehension, or fear, that interferes with one’s ability to manipulate and resolve mathematical tasks. The challenges of mathematics anxiety are considerable and produce a cascade of cause-effect repercussions. Accordingly, it is imperative to investigate this issue in secondary and higher education, as this educational era seemingly serves as a triggering point for this condition, significantly affecting individuals’ decisions towards education, academic pursues, professional orientation and so on. The main points elucidated by the present study suggest that curriculum and institutional frameworks, instructional strategies, parental influences, and individualized or psychotherapeutic interventions play a central role towards understanding and addressing mathematics anxiety, with their effects ranging across various cognitive, emotional and behavioral paradigms. Recommendations span in similar grounds in which –among other discussion arguments– the importance of improved institutional and parental approaches is strongly highlighted, as it could potentially provide better insights concerning early intervention.Keywords: Mathematics anxiety, parental influences, institution pressures, teaching strategies, anxiety susceptibility
数学焦虑是一个当代问题,其特点是压力感、担心、忧虑或恐惧,这些情绪会影响一个人处理和解决数学任务的能力。数学焦虑所带来的挑战是巨大的,并会产生一连串的因果影响。因此,有必要对中等和高等教育中的这一问题进行研究,因为这一教育阶段似乎是这一状况的触发点,会对个人的教育决定、学术追求、专业方向等产生重大影响。本研究阐释的要点表明,课程和制度框架、教学策略、家长的影响以及个性化或心理治疗干预措施在理解和解决数学焦虑方面发挥着核心作用,其影响涉及认知、情感和行为等不同范式。建议的跨度也类似,其中除其他讨论论点外,还着重强调了改进机构和家长方法的重要性,因为这有可能为早期干预提供更好的见解:数学焦虑、家长影响、机构压力、教学策略、焦虑易感性
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引用次数: 0
A Hybrid Algorithm for Multiple Disease Prediction: Radial Basis Function and Logistic Regression 用于多种疾病预测的混合算法:径向基函数和逻辑回归
Pub Date : 2024-07-01 DOI: 10.52403/ijshr.20240246
F. Azmi, A. Saleh
Disease prediction is an important aspect of modern medicine, which aims to diagnose disease early and provide appropriate treatment to patients. This research uses a hybrid approach that combines the RBF (Radial Basis Function) kernel algorithm with logistic regression to predict various diseases in medical datasets. This method is intended to improve prediction performance by exploiting the advantages of each algorithm. This research uses a dataset containing medical information about several diseases collected from the Kaggle dataset. First, the RBF kernel is applied to transform the data features into a more informative, non-linear representation. Then, the logistic regression model is used to make predictions based on the features that have been processed by the RBF kernel. In this research, the hybrid RBF (Radial Basis Function) method was proven to be superior in predicting multiple diseases. This method shows the highest accuracy of 0.9460, as well as excellent precision, recall, and F1-score values of 0.8680, 0.8097, and 0.8294, respectively. The advantage of the hybrid RBF method lies in its ability to capture complex patterns in data that other methods often cannot identify, as well as its ability to handle non-linear decision boundaries, which are a common characteristic in medical datasets.Keywords: Disease prediction, Hybrid approach, RBF kernel algorithm, Logistic regression, medical datasets
疾病预测是现代医学的一个重要方面,其目的是及早诊断疾病并为患者提供适当的治疗。本研究采用一种混合方法,将 RBF(径向基函数)核算法与逻辑回归相结合,对医学数据集中的各种疾病进行预测。这种方法旨在通过利用每种算法的优势来提高预测性能。本研究使用的数据集包含从 Kaggle 数据集中收集的几种疾病的医疗信息。首先,应用 RBF 核将数据特征转换为信息量更大的非线性表示。然后,根据经过 RBF 内核处理的特征,使用逻辑回归模型进行预测。在这项研究中,混合 RBF(径向基函数)方法被证明在预测多种疾病方面具有优势。该方法的准确率最高,达到 0.9460,精确度、召回率和 F1 分数也非常出色,分别为 0.8680、0.8097 和 0.8294。混合 RBF 方法的优势在于它能捕捉到其他方法通常无法识别的数据中的复杂模式,还能处理医学数据集中常见的非线性决策边界:疾病预测 混合方法 RBF 核算法 逻辑回归 医学数据集
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引用次数: 0
期刊
International Journal of Science and Healthcare Research
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