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Factors influencing successful aging in middle-aged and older adults in developing countries: a meta-analysis
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作者 Hui Zhang Xia Chen +3 位作者 Fei Xie bei-bei yang Fang-Fang Zhao Yi-Ping Quan 《Aging Communications》 2022年第3期27-33,共7页
Background:The successful aging of middle-aged and older adults in developing countries is still in the exploratory stage.This paper aims to understand the current situation of successful aging of middle-aged and olde... Background:The successful aging of middle-aged and older adults in developing countries is still in the exploratory stage.This paper aims to understand the current situation of successful aging of middle-aged and older adults in developing countries and systematically evaluate the factors influencing successful aging of middle-aged and older adults in developing countries.Methods:We searched databases including PubMed,Embase,the Cochrane Library,Web of Science,Chinese National Knowledge Infrastructure,CBM,WanFang Data Knowledge Service Platform and VIP from inception to April 30,2021.RevMan 5.3 software was used for meta-analysis.Results:Fourteen studies were included and 17 related risk factors were analyzed.The statistically significant influence factors were gender(odds ratio(OR)=1.37,95%confidenceinterval(CI):1.09~1.71),age>75 years(OR=0.46,95%CI:0.31~0.68),education level(OR=3.24,95%CI:1.84~5.70),Cohabiting with a partner(OR=0.17,95%CI:0.11~0.24),domicile(OR=2.60,95%CI:1.07~6.29),self-rated health(OR=3.15,95%CI:2.33~4.24),income(OR=1.72,95%CI:1.04~2.86),smoking(OR=1.33,95%CI:1.16~1.53),alcohol intake(OR=1.61,95%CI:1.09~2.37),body pain(OR=0.28,95%CI:0.09~0.84),hearing impaired(OR=0.28,95%CI:0.13~0.59),physical exercise(OR=1.46,95%CI:1.24~1.73),eating pattern(OR=1.47,95%CI:1.19~1.80),sleep disorder(OR=0.49,95%CI:0.27~0.89).Sensitivity analysis results show that the results of meta-analysis are stable.Conclusion:Current evidence shows that men living in cities and towns,living with their spouse,good financial status,high educational level,self-rated health,low alcohol consumption,physical exercise and regular diet are beneficial to the successful aging of middle-aged and older adults factor.For ages over 75 years old,five factors,such as long-term smoking,physical pain,hearing impairment and sleep disturbance are the unfavorable factors that hinder successful aging. 展开更多
关键词 developing country successful aging influencing factors META-ANALYSIS
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边坡位移智能预测算法 被引量:12
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作者 Zhong-qiang LIU Dong GUO +3 位作者 Suzanne LACASSE Jin-hui LI bei-bei yang Jung-chan CHOI 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2020年第6期412-429,共18页
目的:边坡位移预测是实现滑坡灾害预报的有效手段,对降低滑坡灾害导致的损失具有重要意义。本文针对三峡库区广泛分布的"阶跃型"滑坡,采用三种不同的机器学习算法:长短期记忆(LSTM)神经网络、随机森林(RF)算法和门控递归单元(... 目的:边坡位移预测是实现滑坡灾害预报的有效手段,对降低滑坡灾害导致的损失具有重要意义。本文针对三峡库区广泛分布的"阶跃型"滑坡,采用三种不同的机器学习算法:长短期记忆(LSTM)神经网络、随机森林(RF)算法和门控递归单元(GRU),预测三个不同的三峡库区边坡位移,并对比三种算法的预测精度,从而选择适用于边坡位移预测的机器学习算法。创新点:1.建立了基于时间序列分解和机器学习算法的动态预测模型,并能够准确预测边坡位移。2.对比了不同的机器学习算法预测边坡周期项位移的精度。方法:1.基于时间序列分解原理,将边坡累积位移分解为趋势项位移和周期项位移。2.利用多项式拟合对边坡趋势项位移进行预测。3.基于位移影响因素采用三种机器学习模型(LSTM、GRU和RF)预测边坡周期项位移。结论:1.本文提出的基于时间序列分解和机器学习算法的动态预测模型可以准确预测三峡库区"阶跃型"边坡位移。2.LSTM和GRU算法可以充分利用滑坡历史信息,精确预测边坡位移的周期项。 展开更多
关键词 滑坡 位移 机器学习 三峡库区
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Chiroptical properties of artemisinin and artemether investigated using time-dependent density functional theory 被引量:3
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作者 Li Li bei-bei yang Yi-Kang Si 《Chinese Chemical Letters》 SCIE CAS CSCD 2014年第12期1586-1590,共5页
Chiroptical properties including electronic circular dichroism(ECD) and optical rotatory dispersion(ORD) of artemisinin and artemether have been fully studied using quantum-chemical calculation based on time-dependent... Chiroptical properties including electronic circular dichroism(ECD) and optical rotatory dispersion(ORD) of artemisinin and artemether have been fully studied using quantum-chemical calculation based on time-dependent density functional theory.Both theoretical ECD and ORD of these two compounds were in good match with the experimental data.ECD spectrum of artemether could be totally attributed to the peroxide group,and that of artemisinin was an overlay of contribution from δ-lactone and peroxide moieties,which leading to a positive maximum at 260 nm.Our results showed that peroxide group could produce a broad ECD band in the far-UV region originated from electron transitions of HOMO →LUMO,HOMO-1 →LUMO and HOMO-2 →LUMO in the case of artemether.This work provided a theoretical interpretation of the ECD behavior of peroxide bond. 展开更多
关键词 密度泛函理论 蒿甲醚 青蒿素 性质 量子化学计算 LUMO 过氧化物 过氧化氢
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