为了克服开放街道地图数据的空间异质性特征对其在数据匹配、更新等方面应用所造成的影响,提出一种基于指标相关性的指标权重确定算法(Criteria Importan ce Through Inter-criteria Correlation,简称CRITIC)的开放街道地图面实体匹配...为了克服开放街道地图数据的空间异质性特征对其在数据匹配、更新等方面应用所造成的影响,提出一种基于指标相关性的指标权重确定算法(Criteria Importan ce Through Inter-criteria Correlation,简称CRITIC)的开放街道地图面实体匹配方法。该方法充分考虑开放街道地图数据的空间异质性,在开放街道地图中面实体与其他数据进行匹配时,引入CRITIC算法计算开放街道地图数据中每个面要素几何相似因子的权重,避免了对匹配数据集中的所有面实体采用相同的相似因子权重,减少了人为定权方法所带来的主观性及局限性,提高了开放街道地图面实体与其他数据集的匹配精度。实验结果表明,该方法有效地克服了开放街道地图数据的空间异质性特点对匹配精度的影响,提升了开放街道地图中面实体与其他面实体数据的匹配精度,匹配的准确率、召回率和F1分数分别达到97.56%、98.04%和97.80%,均优于对比方法。展开更多
得益于日趋完善的状态监测系统,抽水蓄能电站记录了海量机组运行信息,为开展抽蓄机组劣化趋势评估提供了可靠的数据保障。为此,提出了一种基于Optuna-CatBoost和CRITIC(Criteria Importance though Intercrieria Correlation)评价法的...得益于日趋完善的状态监测系统,抽水蓄能电站记录了海量机组运行信息,为开展抽蓄机组劣化趋势评估提供了可靠的数据保障。为此,提出了一种基于Optuna-CatBoost和CRITIC(Criteria Importance though Intercrieria Correlation)评价法的水电机组劣化评估方法。首先利用最大互信息系数(Maximal Information Coefficient)筛选出机组关键工况系数;然后利用Optuna对CatBoost进行参数寻优,建立Optuna-CatBoost水电机组劣化趋势评估模型;最后基于CRITIC评价法对各通道劣化序列客观赋权,生成机组整机劣化序列。试验结果表明,所提模型的精度优于其他对比模型,能很好地反映机组整机劣化趋势。展开更多
Objective:To describe the effects of an early mobilization program in a critically ill patient with acquired muscle weakness in the intensive care unit(AMWICU).Methods:Case report of a 65-year-old male diagnosed with ...Objective:To describe the effects of an early mobilization program in a critically ill patient with acquired muscle weakness in the intensive care unit(AMWICU).Methods:Case report of a 65-year-old male diagnosed with pneumoperitoneum,septic shock,and multiple organ dysfunction.The patient underwent an early mobilization program between 13th and 30th of June 2022,based on expert consensus on safety criteria for mobilization in critically ill patients.The intervention was delivered by a rehabilitation nursing team.Results:The early mobilization program contributed to improvements in muscle strength,body mobility,and functional independence in the critically ill patient.Conclusions:Although there is no consensus on the ideal type,timing,or intensity of early mobilization in critically ill patients,this case study suggests that individualized early mobilization may promote functional recovery and should be considered in intensive care settings.展开更多
This review examines the critical risks,barriers,and success factors in achieving sustainable affordable housing(SAH)by addressing environmental,economic,social and technical dimensions of sustainability.The aim of th...This review examines the critical risks,barriers,and success factors in achieving sustainable affordable housing(SAH)by addressing environmental,economic,social and technical dimensions of sustainability.The aim of this study is to identify different critical risks and barriers to the development of the Sustainable Affordable Housing(SAH)CSF framework.The objectives of this research are to define SAH(Sustainable Affordable Housing)and important factors for achieving SAH and to develop SAH Critical Success Factors(CSFs)frameworks.To achieve these objectives,there are two methods for reviewing and analyzing documents,i.e.,systematic review and bibliographic review.The years of publication are limited to 2014 to 2023 in the English language and restricted to open access.A total of 63 articles were retrieved and screened for relevance identified as directly relevant to our topic using the PRISMA systematic review process.The growth pattern aligns strongly with an exponential growth model,as evidenced by a high R^(2) value of 0.9133 indicating a robust correlation and demonstrating the accelerating interest in the field over the past decade.This comprehensive analysis led to the development of the sustainable affordable housing(SAH)critical success framework,providing a structured approach to understanding and implementing critical factors for sustainable and affordable housing initiatives.The findings emphasize the need for integrated policy reforms,innovative construction technologies,and collaborative stakeholder engagement to advance the SAH agenda.Future research directions include conducting longitudinal studies to assess the long-term impacts of SAH policies,comparative analyses of international best practices,and explorations into emerging construction technologies.展开更多
BACKGROUND Accurate measurement of energy expenditure(EE)is critical for optimizing nutritional support in critically ill patients.Indirect calorimetry(IC)is the reference method used,but its availability at the bedsi...BACKGROUND Accurate measurement of energy expenditure(EE)is critical for optimizing nutritional support in critically ill patients.Indirect calorimetry(IC)is the reference method used,but its availability at the bedside is limited.As a result,numerous predictive equations have been devised to estimate EE in critically ill patients,along with other more novel methods recently proposed.AIM To evaluate current methods of measuring EE in critical care,focusing on practical challenges,accuracy,feasibility,and limitations.We will also discuss how these methods contribute to improving nutrition support strategies for intensive care unit patients for a more personalised and effective solution.METHODS A comprehensive search was conducted in PubMed and EMBASE for studies published from December 2014 to December 2024.Eligible studies compared EE measurement methods in critically ill populations.Data extraction and quality assessment followed PRISMA guidelines.Adherence to reporting standards was assessed using the TRIPOD questionnaire and risk of bias was evaluated using the PROBAST tool.RESULTS Twenty five original studies met the inclusion criteria and were analysed.CONCLUSION Each method has unique strengths and limitations.We found that while IC remains the reference standard,less accurate predictive equations have greater accessibility and ease of implementation.Emerging technologies show promise for bedside applicability.Future research should address practical barriers and validate newer approaches.展开更多
文摘为了克服开放街道地图数据的空间异质性特征对其在数据匹配、更新等方面应用所造成的影响,提出一种基于指标相关性的指标权重确定算法(Criteria Importan ce Through Inter-criteria Correlation,简称CRITIC)的开放街道地图面实体匹配方法。该方法充分考虑开放街道地图数据的空间异质性,在开放街道地图中面实体与其他数据进行匹配时,引入CRITIC算法计算开放街道地图数据中每个面要素几何相似因子的权重,避免了对匹配数据集中的所有面实体采用相同的相似因子权重,减少了人为定权方法所带来的主观性及局限性,提高了开放街道地图面实体与其他数据集的匹配精度。实验结果表明,该方法有效地克服了开放街道地图数据的空间异质性特点对匹配精度的影响,提升了开放街道地图中面实体与其他面实体数据的匹配精度,匹配的准确率、召回率和F1分数分别达到97.56%、98.04%和97.80%,均优于对比方法。
文摘得益于日趋完善的状态监测系统,抽水蓄能电站记录了海量机组运行信息,为开展抽蓄机组劣化趋势评估提供了可靠的数据保障。为此,提出了一种基于Optuna-CatBoost和CRITIC(Criteria Importance though Intercrieria Correlation)评价法的水电机组劣化评估方法。首先利用最大互信息系数(Maximal Information Coefficient)筛选出机组关键工况系数;然后利用Optuna对CatBoost进行参数寻优,建立Optuna-CatBoost水电机组劣化趋势评估模型;最后基于CRITIC评价法对各通道劣化序列客观赋权,生成机组整机劣化序列。试验结果表明,所提模型的精度优于其他对比模型,能很好地反映机组整机劣化趋势。
文摘Objective:To describe the effects of an early mobilization program in a critically ill patient with acquired muscle weakness in the intensive care unit(AMWICU).Methods:Case report of a 65-year-old male diagnosed with pneumoperitoneum,septic shock,and multiple organ dysfunction.The patient underwent an early mobilization program between 13th and 30th of June 2022,based on expert consensus on safety criteria for mobilization in critically ill patients.The intervention was delivered by a rehabilitation nursing team.Results:The early mobilization program contributed to improvements in muscle strength,body mobility,and functional independence in the critically ill patient.Conclusions:Although there is no consensus on the ideal type,timing,or intensity of early mobilization in critically ill patients,this case study suggests that individualized early mobilization may promote functional recovery and should be considered in intensive care settings.
文摘This review examines the critical risks,barriers,and success factors in achieving sustainable affordable housing(SAH)by addressing environmental,economic,social and technical dimensions of sustainability.The aim of this study is to identify different critical risks and barriers to the development of the Sustainable Affordable Housing(SAH)CSF framework.The objectives of this research are to define SAH(Sustainable Affordable Housing)and important factors for achieving SAH and to develop SAH Critical Success Factors(CSFs)frameworks.To achieve these objectives,there are two methods for reviewing and analyzing documents,i.e.,systematic review and bibliographic review.The years of publication are limited to 2014 to 2023 in the English language and restricted to open access.A total of 63 articles were retrieved and screened for relevance identified as directly relevant to our topic using the PRISMA systematic review process.The growth pattern aligns strongly with an exponential growth model,as evidenced by a high R^(2) value of 0.9133 indicating a robust correlation and demonstrating the accelerating interest in the field over the past decade.This comprehensive analysis led to the development of the sustainable affordable housing(SAH)critical success framework,providing a structured approach to understanding and implementing critical factors for sustainable and affordable housing initiatives.The findings emphasize the need for integrated policy reforms,innovative construction technologies,and collaborative stakeholder engagement to advance the SAH agenda.Future research directions include conducting longitudinal studies to assess the long-term impacts of SAH policies,comparative analyses of international best practices,and explorations into emerging construction technologies.
文摘BACKGROUND Accurate measurement of energy expenditure(EE)is critical for optimizing nutritional support in critically ill patients.Indirect calorimetry(IC)is the reference method used,but its availability at the bedside is limited.As a result,numerous predictive equations have been devised to estimate EE in critically ill patients,along with other more novel methods recently proposed.AIM To evaluate current methods of measuring EE in critical care,focusing on practical challenges,accuracy,feasibility,and limitations.We will also discuss how these methods contribute to improving nutrition support strategies for intensive care unit patients for a more personalised and effective solution.METHODS A comprehensive search was conducted in PubMed and EMBASE for studies published from December 2014 to December 2024.Eligible studies compared EE measurement methods in critically ill populations.Data extraction and quality assessment followed PRISMA guidelines.Adherence to reporting standards was assessed using the TRIPOD questionnaire and risk of bias was evaluated using the PROBAST tool.RESULTS Twenty five original studies met the inclusion criteria and were analysed.CONCLUSION Each method has unique strengths and limitations.We found that while IC remains the reference standard,less accurate predictive equations have greater accessibility and ease of implementation.Emerging technologies show promise for bedside applicability.Future research should address practical barriers and validate newer approaches.
