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神经根型颈椎病行前路减压融合手术预后的行为风险因素分析 被引量:3
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作者 许标 刘国庆 +2 位作者 孙科研 白石 杨晋 《颈腰痛杂志》 2021年第2期181-184,共4页
目的探讨神经根型颈椎病(cervical spondylotic radiculopathy,CSR)行颈前路减压椎间融合术(anterior cervical discectomy and fusion,ACDF)的临床疗效,并分析影响手术预后的行为风险因素。方法对本院自2017年2月~2020年1月开展ACDF手... 目的探讨神经根型颈椎病(cervical spondylotic radiculopathy,CSR)行颈前路减压椎间融合术(anterior cervical discectomy and fusion,ACDF)的临床疗效,并分析影响手术预后的行为风险因素。方法对本院自2017年2月~2020年1月开展ACDF手术的152例CSR患者临床资料进行回顾性分析。依据术后3个月的改良MacNab疗效评价标准,将优和良的患者列入疗效满意组,可和差的患者列入不满意组。统计两组患者的性别、年龄、体质量指数、糖尿病史、高血压史、文化水平等基础资料,以及吸烟、酗酒、睡眠时间、枕高、伏案时间、运动锻炼等行为风险因素资料,进行组间单因素分析;将单因素分析中具备P<0.05的项目进一步予以赋值,进行多因素Logistic回归分析。结果152例中,优59例(38.8%),良74例(48.7%),可16例(10.5%),差3例(2.0%)。将优+良的133例(87.5%)作为满意组,另19例(12.5%)作为不满意组。疗效不满意组的年龄>50岁、有吸烟史、运动锻炼≤3次/周的构成比均显著高于疗效满意组,差异有统计学意义(P<0.05)。多因素Logistic回归分析显示:年龄>50岁(OR=7.518)、有吸烟史(OR=8.171)和运动锻炼≤3次/周(OR=4.683),均是导致CSR患者接受ACDF手术预后不良的独立风险因素。结论年龄、吸烟和运动锻炼情况对CSR患者行ACDF手术预后可产生明显影响,其中年龄>50岁、有吸烟史和运动锻炼≤3次/周的患者预后较差。 展开更多
关键词 神经根型颈椎病 颈前路减压椎间融合术 行为风险因素
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中国7~17岁在校儿童青少年超重肥胖的行为风险因素分析 被引量:5
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作者 朱世祺 张有捷 《中国慢性病预防与控制》 CAS CSCD 北大核心 2022年第7期491-496,共6页
目的 了解中国7~17岁在校儿童青少年多项行为风险因素与超重肥胖的关联,为儿童青少年超重肥胖的防控提供科学依据。方法 本研究基于2011年和2015年中国健康与营养调查的横断面数据,以首次参加调查的7~17岁儿童青少年为研究对象,收集社... 目的 了解中国7~17岁在校儿童青少年多项行为风险因素与超重肥胖的关联,为儿童青少年超重肥胖的防控提供科学依据。方法 本研究基于2011年和2015年中国健康与营养调查的横断面数据,以首次参加调查的7~17岁儿童青少年为研究对象,收集社会人口学特征(性别、年龄、居住地和民族)、行为因素(饮食、身体活动、视屏行为和睡眠)以及体格检查数据。采用SPSS 26.0进行χ^(2)检验、logistic回归分析和决策树模型分析。结果 纳入的1 779名儿童青少年中,超重肥胖者376人(21.1%)。多因素logistic回归分析显示,索要或购买电视广告中食物或饮料≥2次/周(OR=1.39,95%CI:1.04~1.86)、食用快餐频率≥1次/月(OR=1.65,95%CI:1.19~2.29)与超重肥胖的患病高风险相关,睡眠时间达标(OR=0.74,95%CI:0.56~0.99)与超重肥胖的患病低风险相关,均有统计学意义(P<0.01)。决策树分析结果显示,超重肥胖与汉族男童索要或购买电视广告中食物或饮料≥2次/周(χ^(2)=13.74,P<0.01),城市女童睡眠时间不达标(χ^(2)=7.62,P<0.05),以及乡村女童未采用动态通勤的方式上下学(χ^(2)=5.29,P<0.05)呈显著正相关。结论 经常索要或购买电视广告中食物或饮料、经常食用快餐以及睡眠时间不达标可能增加儿童青少年超重肥胖的发生风险。在不同社会人口学特征的儿童青少年中,超重肥胖的行为风险因素存在差异,今后研究需要注意其在肥胖防控中的应用。 展开更多
关键词 儿童 青少年 超重肥胖 行为风险因素
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基于改进CAE的物联网终端风险评估模型
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作者 王君艳 伊鹏 +1 位作者 贾洪勇 张建辉 《信息网络安全》 CSCD 北大核心 2024年第1期150-159,共10页
物联网异构终端数量大、结构简单、安全防护能力弱,容易成为攻击目标。针对传统风险评估方法处理不断变化的大量风险因素时,评估机制建立困难,评估效率不高的问题,文章提出基于改进卷积自动编码器的物联网终端风险评估模型(Lightweight ... 物联网异构终端数量大、结构简单、安全防护能力弱,容易成为攻击目标。针对传统风险评估方法处理不断变化的大量风险因素时,评估机制建立困难,评估效率不高的问题,文章提出基于改进卷积自动编码器的物联网终端风险评估模型(Lightweight Convolutional Autoencoder Combined with Fully Connected Layers and Classifier Model,LCAE-FC)。将更轻量化卷积自动编码器与分类器结合构建模型,使高维特征学习与逐阶降维输出评估概率值一体化;编码器引入深度可分离卷积,每个通道学习广义行为特征内部结构;每个输出特征均进行平均池化,最大限度保留风险信息;全连接层与分类器结合将高维特征抽象后阶梯式降维输出风险概率值。N-BaIoT数据集上的实验结果显示,文章所提模型精确度和F1值均高达99.3%以上,相较传统的CAE、Bi-LSTM和SAE-SBR模型,性能更优。 展开更多
关键词 物联网终端 风险评估 卷积自动编码器 广义行为风险因素 深度可分离卷积
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Physical activity, sedentary behavior, and long-term cardiovascular risk in young people: A review and discussion of methodology in prospective studies 被引量:2
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作者 Jakob Tarp Jan Christian Br?nd +3 位作者 Lars Bo Andersen Niels Christian M?ller Karsten Froberg Anders Gr?ntved 《Journal of Sport and Health Science》 SCIE 2016年第2期145-150,共6页
The long-term effects of physical activity (PA) or sedentary behavior on cardiovascular health in young people are not well understood. In this study, we use a narrative format to review the evidence for a prospecti... The long-term effects of physical activity (PA) or sedentary behavior on cardiovascular health in young people are not well understood. In this study, we use a narrative format to review the evidence for a prospective association with adiposity and other well-established biological cardiovascular risk factors in healthy young people, considering only studies with at least 2 years of follow-up. PA appears to elicit a long-term beneficial effect on adiposity and particularly markers of cardiovascular health. With adiposity, however, a few studies also reported that higher levels of PA were associated with higher levels of adiposity. Time spent sedentary does not appear to be related to adiposity or markers of cardiovascular health independent of PA. We then discuss the uncertainties in the underlying causal chain and consider a number of alternative modeling strategies, which could improve our understanding of the relationship in future studies. Finally, we consider the current methodology for assessing PA and sedentary time. 展开更多
关键词 ADIPOSITY Adolescents Cardiovascular health CHILDREN LONG-TERM Metabolic syndrome score
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Intimate Partner Violence in Papua New Guinea
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作者 Gairo Onagi Kannan Subbiah Suriyaprabha Kannan 《Journal of Environmental Science and Engineering(B)》 2012年第6期763-772,共10页
The aim of the study was to determine the prevalence, associated risk factors, consequences and preventive measures oflPV (intimate partner violence) within the selected population in Goroka, Papua New Guinea. Quest... The aim of the study was to determine the prevalence, associated risk factors, consequences and preventive measures oflPV (intimate partner violence) within the selected population in Goroka, Papua New Guinea. Questions derived from the prevalidated scales were used to measure the IPV. Questionnaires were distributed to both men and women aged from 18 to 60. The participants were staff and students of University of Goroka, staff of the Goroka Secondary school and North Goroka Primary school, Teachers in-charges of the elementary schools in the Eastern Highlands Province and the villagers from Asaroufa and Kotuni villages. Of the 95 respondents, 78.95% were victims of IPV. Among the victims 37.33% were males and 62.67% females. The physical, sexual and psychological abuses were experienced by both men and women. The significant risk factors found to be associated with violence were young age, low education, low socioeconomic status, marital conflicts, history of abuse during childhood, and male patriarchal values. The interpersonal relationship tends to be an important factor for prevailing violence free environment within the intimate partners. Intimate partner violence is prevalent in PNG. The strongest independent predictors were the excessive drinking of alcohol and marital conflict. Preventive measures such as compulsory and free technical education for all children less than 14 years old and life skills training and violence awareness campaign for both men and women must be provided to reduce the intimate partner violence. 展开更多
关键词 Intimate partner VIOLENCE ABUSE ASSAULT victim.
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