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Impact of pre- and peri-operative risk factors on length of stay and hospital readmission following minimally-invasive partial nephrectomy
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作者 Vanessa A.Lukas Rahul Dutta +5 位作者 Ashok K.Hemal Matvey Tsivian Timothy E.Craven Nicholas A.Deebel David D.Thiel Ram Anil Pathak 《Asian Journal of Urology》 CSCD 2024年第1期72-79,共8页
Objective:We conducted an analysis of the American College of Surgeons National Surgical Quality Improvement Program database for minimally-invasive partial nephrectomy cases reported with the goal to identify pre-and... Objective:We conducted an analysis of the American College of Surgeons National Surgical Quality Improvement Program database for minimally-invasive partial nephrectomy cases reported with the goal to identify pre-and peri-operative variables associated with length of stay(LOS)greater than 3 days and readmission within 30 days.Methods:Records from 2008 to 2018 for“laparoscopy,surgical;partial nephrectomy”for prolonged LOS and readmission cohorts were compiled.Univariate analysis with Chi-square,t-tests,and multivariable logistic regression analysis with odds ratios(ORs),p-values,and 95%confidence intervals assessed statistical associations.Results:Totally,20306 records for LOS greater than 3 days and 15854 for readmission within 30 days were available.Univariate and multivariable analysis exhibited similar results.For LOS greater than 3 days,undergoing non-elective surgery(OR=5.247),transfusion of greater than four units within 72 h prior to surgery(OR=5.072),pre-operative renal failure or dialysis(OR=2.941),and poor pre-operative functional status(OR=2.540)exhibited the strongest statistically significant associations.For hospital readmission within 30 days,loss in body weight greater than 10%in 6 months prior to surgery(OR=2.227)and bleeding disorders(OR=2.081)exhibited strongest statistically significant associations.Conclusion:Multiple pre-and peri-operative risk factors are independently associated with prolonged LOS and hospital readmission within 30 days of surgery using the American College of Surgeons National Surgical Quality Improvement Program data.Recognizing the risks factors that can potentially be improved prior to minimally-invasive partial nephrectomy is crucial to informing patient selection,optimization strategies,and patient education. 展开更多
关键词 Minimally-invasive partial nephrectomy The American College of Surgeons National Surgical Quality Improvement Program Lengthof stay Hospital readmission
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Reducing Extended Hospital Lengths of Stay
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作者 Ronald Lagoe Shelly Littau 《Case Reports in Clinical Medicine》 2024年第5期171-177,共7页
In the United States, the costs of health care have become a major burden for the health care system. In order to address this problem, the hospitals of Syracuse, New York, developed programs to provide subacute and c... In the United States, the costs of health care have become a major burden for the health care system. In order to address this problem, the hospitals of Syracuse, New York, developed programs to provide subacute and complex care. The Subacute programs provided patient transportation services for dialysis and other types of care outside hospitals. They also developed programs for services such as intravenous therapy in nursing homes. The Complex Care Programs, such as intravenous therapy and mental health services, have provided alternatives to extended care in hospitals. During the past five years, utilization of these programs has varied, declining between 2019 and 2022, and then increasing between 2022 and 2024. The programs have avoided the need for 1530 - 2974 patient days in hospitals. The programs saved the Syracuse hospitals approximately $600 per inpatient day. This amounted to savings of $918,000 - $1,784,400 per year. These programs demonstrated how relatively small mechanisms can save large amounts of health care resources. 展开更多
关键词 Hospitals Hospital Efficiency Hospital Lengths of stay
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旅游小城镇规划中的Long Stay要素分析 被引量:4
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作者 王蕾 张阳生 刘晴 《安徽农业科学》 CAS 北大核心 2009年第31期15526-15527,共2页
根据小城镇具有发展Long Stay的条件,在进行小城镇规划建设中考虑Long Stay要素的体现,并对旅游小城镇的效益进行了分析。结果表明:小城镇具有发展Long Stay的条件,在城镇的总体规划中体现出其作用,并能对城镇产生经济效益与社会效益。
关键词 小城镇建设 LONG stay 效益
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“Long Stay”与分时度假的比较分析 被引量:4
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作者 林丹彤 《旅游论坛》 CSSCI 2010年第2期216-219,共4页
"Long Stay"与分时度假是休闲旅游的两种特殊形式,"Long Stay"刚进入国人视野,前景看好,而分时度假在国内的发展陷入困境。通过对比两者的主体、客体以及在我国发展的适应性,发现两者具备一定的互补优势,协同发展... "Long Stay"与分时度假是休闲旅游的两种特殊形式,"Long Stay"刚进入国人视野,前景看好,而分时度假在国内的发展陷入困境。通过对比两者的主体、客体以及在我国发展的适应性,发现两者具备一定的互补优势,协同发展可以实现产品价值最大化和企业利润最大化。 展开更多
关键词 LONG stay 分时度假 比较 适应性
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Comparative Study on Structural Redundancy of Cable-Stayed and Extradosed Bridges Through Safety Assessment of Their Stay Cables 被引量:6
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作者 Khawaja Ali Hiroshi Katsuchi Hitoshi Yamada 《Engineering》 SCIE EI 2021年第1期111-123,共13页
This study provides new insights into the comparison of cable-stayed and extradosed bridges based on the safety assessment of their stay cables.These bridges are often regarded as identical structures owing to the use... This study provides new insights into the comparison of cable-stayed and extradosed bridges based on the safety assessment of their stay cables.These bridges are often regarded as identical structures owing to the use of inclined cables;however,the international standards for bridge design stipulate different safety factors for stay cables of both types of bridges.To address this misconception,a comparative study was carried out on the safety factors of stay cables under fatigue and ultimate limit states by considering the effects of various untoward and damaging factors,such as overloading,cable loss,and corrosion.The primary goal of this study is to describe the structural disparities between both types of bridges and evaluate their structural redundancies by employing deterministic and nondeterministic methods.To achieve this goal,three-dimensional finite-element models of both bridges were developed based on the current design guidelines for stay cables in Japan.After the balanced states of the bridge models were achieved,static analyses were performed for different safety factors of stay cables in a parametric manner.Finally,the first-order reliability method and Monte Carlo method were applied to determine the reliability index of stay cables.The analysis results show that cable-stayed and extradosed bridges exhibit different structural redundancies for different safety factors under the same loading conditions.Moreover,a significant increase in structural redundancy occurs with an incremental increase in the safety factors of stay cables. 展开更多
关键词 Cable-stayed bridge Extradosed bridge REDUNDANCY stay cable Safety factor Reliability analysis
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Parametrically excited oscillation of stay cable and its control in cable-stayed bridges" 被引量:2
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作者 孙炳楠 汪至刚 +1 位作者 高赞明 倪一清 《Journal of Zhejiang University Science》 EI CSCD 2003年第1期13-20,共8页
This paper presents a nonlinear dynamic model for simulation and analysis of a kind of parametrically excited vibration of stay cable caused by support motion in cable-stayed bridges. The sag, inclination angle of the... This paper presents a nonlinear dynamic model for simulation and analysis of a kind of parametrically excited vibration of stay cable caused by support motion in cable-stayed bridges. The sag, inclination angle of the stay cable are considered in the model, based on which, the oscillation mechanism and dynamic response characteristics of this kind of vibration are analyzed through numerical calculation. It is noted that parametrically excited oscillation of a stay cable with certain sag, inclination angle and initial static tension force may occur in cable-stayed bridges due to deck vibration under the condition that the natural frequency of a cable approaches to about half of the first model frequency of the bridge deck system. A new vibration control system installed on the cable anchorage is proposed as a possible damping system to suppress the cable parametric oscillation. The numerical calculation results showed that with the use of this damping system, the cable oscillation due to the vibration of the deck and/or towers will be considerably reduced. 展开更多
关键词 stay cable Cable stayed bridge Parametric vibration Vibration control Support excitation
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Effects of Water Stress on Stay Green of Sugarcane Innovative Materials Yunge F_2 Generation
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作者 经艳芬 俞华先 +8 位作者 桃联安 周清明 董立华 郎荣斌 边芯 孙有芳 安汝东 朱建荣 冯蔚 《Agricultural Science & Technology》 CAS 2016年第11期2462-2468,共7页
[Objective] This study aimed to investigate the effect of water stress on stay green of Yunge F2 generation. [Method] Total 26 sugarcane innovative germplasm materials of Yunge F2 generation, along with their female p... [Objective] This study aimed to investigate the effect of water stress on stay green of Yunge F2 generation. [Method] Total 26 sugarcane innovative germplasm materials of Yunge F2 generation, along with their female parent, were selected as the experimental materials. Based on the observation on appearance of stray green and other five physiological and biochemical indexes, the drought resis- tance of the experimental materials was evaluated comprehensively by subordinate function method, grey relational analysis, and cluster analysis. [Result] The rank of drought resistance of the experimental materials was not exactly the same between subordinate function method and grey relational analysis. However, the drought .re- sistance evaluation results by isometric range-based cluster analysis were consistent with those by the two foregoing methods except Yunge F2 11-68 and Yunge F1 11- 254. At the Euclidean distance of 2.00, the tested materials were classified into four groups. The first group included 8 drought-strongly resistant materials, the third group included 6 drought-moderately resistant materials, the fourth group included 3 drought-poorly resistant materials, and the second group included drought-strongly resistant and drought-moderately resistant materials. The drought resistance coeffi- cients of green leaf numberLtotal leaf number and top four leaves chlorophyll content showed significantly positive correlation with drought resistance comprehensive eval- uation value, thus green leaf number/total leaf number and top four leaves chloro- phyll content could be used as the evaluation indexes of drought resistance in sug- arcane. [Conclusion] The excellent materials possess strong drought resistance and good green holding performance, such as Yunge F2 11-159, can be used as crucial parents and basic germplasm materials in drought resistance breeding of sugarcane. 7 展开更多
关键词 Water stress SUGARCANE Innovative germplasm stay green
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Study on longitudinal wind load calculation method of cables for cable-stayed bridge 被引量:2
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作者 Pei Minshan Zhang Xigang Zhu Bin Hou Bin Liu Changpeng 《Engineering Sciences》 EI 2009年第1期18-22,58,共6页
Along with the expanding of span of cable-stayed bridge,wind load becomes a more and more important controlling factor for bridge the design.A very large proportion of the wind load acting on cables has exceeded that ... Along with the expanding of span of cable-stayed bridge,wind load becomes a more and more important controlling factor for bridge the design.A very large proportion of the wind load acting on cables has exceeded that acting on deck.There was not any detailed prescript in Chinese code for calculation of longitudinal wind load on cables due to lack of theoretical research and experiment,and conservative simplified calculation was adopted during design,which leads to conservative and uneconomical design of structures.To resolve this problem,cable force experiment was carried out during the design of Sutong Bridge.By comparing with international research results,the calculation formula of longitudinal wind drag coefficient for cables was advanced to fill the blank of bridge wind resistant code of China,and has already been adopted in the Highway Bridge Wind Resistant Design Code(JTG/T D60-01-2004)with great significance for bridge engineering. 展开更多
关键词 cable-stayed bridge stayed cable longitudinal wind load
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Analysis of the Long Stay Elements in the Planning of Small Tourism Towns
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作者 王蕾 张阳生 刘晴 《Journal of Landscape Research》 2009年第7期22-25,共4页
According to the conditions to develop Long Stay in small tourism towns,the demonstration of Long Stay in the planning and construction of small towns was taken into consideration,and its benefits for tourism towns we... According to the conditions to develop Long Stay in small tourism towns,the demonstration of Long Stay in the planning and construction of small towns was taken into consideration,and its benefits for tourism towns were analyzed.The results showed that small tourism towns were endowed with sound conditions to develop Long Stay,which played its role in the overall planning of towns and would benefit the economic development of these towns. 展开更多
关键词 SMALL TOWN CONSTRUCTION LONG stay BENEFIT
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“play+stay”理念在营口理工学院网球课中的应用研究 被引量:1
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作者 徐洋 《科技创新导报》 2015年第11期104-105,共2页
2007年2月ITF正式发起了一项意在增加全球网球参与性的运动——play+stay。它的目标是使网球这项运动更容易、更有趣和更健康。并保证每一位初学者在第一堂课中都能够掌握发球、对打和得分的能力。"play+stay"的理念主要包括... 2007年2月ITF正式发起了一项意在增加全球网球参与性的运动——play+stay。它的目标是使网球这项运动更容易、更有趣和更健康。并保证每一位初学者在第一堂课中都能够掌握发球、对打和得分的能力。"play+stay"的理念主要包括5部分:网球是简单的;网球是有趣的;网球比赛是有趣的;网球是健康的;网球适合所有人。营口理工学院于2012年开始设置了网球课程,并与2014—2015学年引入了"play+stay"理念并结合自身的特点和教学经验进行了教学实验,得出以下结论:(1)"play+stay"理念非常适合高校网球教学。(2)同学们的学习热情显著提高,网球技能水平达到了教学目标的要求。(3)"play+stay"理念应与高校自身的特点相结合才能发挥最大的优势。 展开更多
关键词 play+stay 营口理工学院 实验研究 网球课
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也谈乔布斯名言stay hungry,stay foolish的翻译
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作者 邹海滨 《齐齐哈尔师范高等专科学校学报》 2016年第6期64-65,共2页
美国成功企业家史蒂夫?乔布斯的名言stay hungry,stay foolish广为流传,出现各种中译版本。通过比对和分析国内外媒体对此名言的解读,追溯其原义及根据乔布斯作为创业者的身份和性格,笔者尝试提出自己的中译与广大翻译爱好者共同探讨。... 美国成功企业家史蒂夫?乔布斯的名言stay hungry,stay foolish广为流传,出现各种中译版本。通过比对和分析国内外媒体对此名言的解读,追溯其原义及根据乔布斯作为创业者的身份和性格,笔者尝试提出自己的中译与广大翻译爱好者共同探讨。翻译家张经浩先生肯定了笔者的质疑并提出了他自己的译文。 展开更多
关键词 史蒂夫·乔布斯 stay hungry stay FOOLISH 批判性思维
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Study on the Development of "Farm Stay" Tourism in Yanan City of Shaanxi Province
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作者 刘晓华 《Journal of Landscape Research》 2009年第7期81-84,共4页
'Farm stay' tourism is a kind of new tourism form in recent years,which can promote regional economic development.The study discusses the existing problems in the setting of tourism products,and puts forward s... 'Farm stay' tourism is a kind of new tourism form in recent years,which can promote regional economic development.The study discusses the existing problems in the setting of tourism products,and puts forward some countermeasures for the development of 'farm stay' tourism in Yanan city. 展开更多
关键词 FARM stay SITUATION COUNTERMEASURE
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Nonlinear Dynamic Reliability of Coupled Stay Cables and Bridge Tower
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作者 余建星 田佳 +3 位作者 董文斌 丁宁 杨晓蓉 谭振东 《Transactions of Tianjin University》 EI CAS 2007年第5期334-339,共6页
Nonlinear vibration can cause serious problems in long span cable-stayed bridges.When the internal resonance threshold is reached between the excitation frequency and natural frequency,large amplitudes occur in the ca... Nonlinear vibration can cause serious problems in long span cable-stayed bridges.When the internal resonance threshold is reached between the excitation frequency and natural frequency,large amplitudes occur in the cable.Based on the current situation of lacking corresponding constraint criteria,a model was presented for analyzing the dynamic reliability of coupling oscillation between the cable and tower in a cable-stayed bridge.First of all,in the case of cable sag,the d'Alembert principle is applied to studying the nonlinear dynamic behavior of the structure,and resonance failure interval of parametric oscillation is calculated accordingly.Then the dynamic reliability model is set up using the JC method.An application of this model has been developed for the preliminary design of one cable-stayed bridge located on Hai River in Tianjin,and time histories analysis as well as reliability indexes have been obtained.When frequency ratio between the cable and tower is approaching 1∶2,the reliability index is 0.98,indicating high failure probability.And this is consistent with theoretical derivation and experimental results in reference.This model,which is capable of computing the reliability index of resonance failure,provides theoretical basis for the establishment of corresponding rule. 展开更多
关键词 cable-stayed bridge stay cable nonlinear vibration internal resonance parametric vibration dynamic reliability
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Evaluation of the inclusive payment system based on the diagnosis procedure combination with respect to cataract operations in Japan------A comparison of lengths of hospital stay and medical payments among hospitals 被引量:7
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作者 Kazumitsu Nawata Masako Ii +1 位作者 Hinako Toyama Tai Takahashi 《Health》 2009年第2期93-103,共11页
Following the recommendations of a report submitted by the Central Social Insurance Medical Council concerning the 2002 revision of the Medical Service Fee Schedule, a new inclu-sive payment system, which is based on ... Following the recommendations of a report submitted by the Central Social Insurance Medical Council concerning the 2002 revision of the Medical Service Fee Schedule, a new inclu-sive payment system, which is based on the Diagnosis Procedure Combination (DPC) sys-tem, was introduced in 82 special functioning hospitals in Japan, effective beginning in April 2003. Since April 2004, the system has been gradually extended to general hospitals that satisfy certain prerequisites. In this paper, the new inclusive payment system is analyzed. Data pertaining to 1,225 patients, who were hospital-ized for cataract diseases and underwent lens operations from July 2004 to September 2005, are used. The lengths of hospital stay and medical payments among hospitals are com-pared. Even after eliminating the influence of patient characteristics, there are large differ-ences among hospitals in average lengths of hospital stay and DPC-based inclusive pay-ments. The highest average inclusive payment is 3.5 times as high as the lowest payment. On the other hand, there are relatively small differ-ences in non-inclusive payments based on the conventional fee-for-service system—the larg-est deviation from the average of all hospitals is approximately 10%. Thus, although payments based on the DPC account for only one-third of the total medical payments for this disease, the major differences in medical payments among hospitals are caused by differences in their DPC-based inclusive payments. The results of the study strongly suggest that revisions of the payment system in Japan are necessary for the efficient use of medical resources in the future. 展开更多
关键词 DPC INCLUSIVE PAYMENT System CATARACT Lens Operation Length of Hospital stay
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Clinical Predictors of Prolonged Hospital Stay after Acute Stroke: Relevance of Medical Complications 被引量:6
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作者 Adrià Arboix Joan Massons +3 位作者 Luís García-Eroles Cecilia Targa Montserrat Oliveres Emili Comes 《International Journal of Clinical Medicine》 2012年第6期502-507,共6页
Purpose: This study aims to identify clinical predictors of prolonged hospital stay after acute stroke based on data collected from a prospective hospital-based acute stroke registry. Methods: All patients with first-... Purpose: This study aims to identify clinical predictors of prolonged hospital stay after acute stroke based on data collected from a prospective hospital-based acute stroke registry. Methods: All patients with first-ever ischemic stroke and primary intracerebral hemorrhage included in the Sagrat Cor Hospital of Barcelona stroke database over a 17-year period were assessed. Prolonged hospital stay was defined as hospitalization for longer than 12 days after admission. Demographic data, cardiovascular risk factors, clinical factors, neuroimaging findings, and outcome were compared in patients hospitalized for more or less than 12 days. Logistic regression analysis was used to assess the independent influence of statistically significant variables in the bivariate analysis and duration of hospitalization. Results: Of a total of 3112 acute stroke patients included in the study, prolonged hospital stay was recorded in 1536 (49.4%). Male sex (OR = 1.16), limb weakness (OR = 1.79), vascular complications (OR = 2.68), urinary complications (OR = 2.56), and infectious complications (OR = 1.78) were independently associated with longer stay, whereas symptom free at discharge (OR = 0.45) and lacunar infarction (OR = 0.43) were inversely associated with prolonged hospitalization. Conclusion: In-hospital medical complications (vascular, urinary, and infectious) are relevant factors influencing duration of hospitalization after acute stroke. Therefore, prevention of potentially modifiable risk factors for medical complications is an important aspect of the early management of patients with stroke. 展开更多
关键词 Medical COMPLICATIONS LENGTH of HOSPITAL stay STROKE
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Nonlinear dynamic response of stay cables under axial harmonic excitation 被引量:2
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作者 Xu XIE He ZHANG Zhi-cheng ZHANG 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2008年第9期1193-1200,共8页
This paper proposes a new numerical simulation method for analyzing the parametric vibration of stay cables based on the theory of nonlinear dynamic response of structures under the asynchronous support excitation. Th... This paper proposes a new numerical simulation method for analyzing the parametric vibration of stay cables based on the theory of nonlinear dynamic response of structures under the asynchronous support excitation. The effects of important pa- rameters related to parametric vibration of cables, i.e., characteristics of structure, excitation frequency, excitation amplitude, damping effect of the air and the viscous damping coefficient of the cables, were investigated by using the proposed method for the cables with significant length difference as examples. The analysis results show that nonlinear finite element method is a powerful technique in analyzing the parametric vibration of cables, the behavior of parametric vibration of the two cables with different Irvine parameters has similar properties, the amplitudes of parametric vibration of cables are related to the frequency and amplitude of harmonic support excitations and the effect of distributed viscous damping on parametric vibration of the cables is very small. 展开更多
关键词 stay cables Parametric vibration Nonlinear vibration Viscous damping
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The impact of emergency department length of stay on the outcomes of trauma patients requiring hospitalization: a retrospective observational study 被引量:2
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作者 Ahmed Faidh Ramzee Ayman El-Menyar +7 位作者 Mohammad Asim Ahad Kanbar Khalid Ahmed Bahaa Daoud Saji Mathradikkal Ahmad Kloub Hassan Al-Thani Sandro Rizoli 《World Journal of Emergency Medicine》 SCIE CAS CSCD 2023年第2期96-105,共10页
BACKGROUND: We aimed to explore the impact of the emergency department length of stay(EDLOS) on the outcome of trauma patients.METHODS: A retrospective study was conducted on all trauma patients requiring hospitalizat... BACKGROUND: We aimed to explore the impact of the emergency department length of stay(EDLOS) on the outcome of trauma patients.METHODS: A retrospective study was conducted on all trauma patients requiring hospitalization between 2015 and 2019. Patients were categorized into 4 groups based on the EDLOS(<4 h, 4–12 h,12–24 h, and >24 h). Data were analyzed using Chi-square test(categorical variables), Student’s t-test(continuous variables), correlation coefficient, analysis of variance and multivariate logistic regression analysis for identifying predictors of short EDLOS and hospital mortality.RESULTS: The study involved 7,026 patients with a mean age of 32.1±15.6 years. Onefifth of patients had a short EDLOS(<4 h) and had higher level trauma team T1 activation(TTA-1), higher Injury Severity Score(ISS), higher shock index(SI), and more head injuries than the other groups(P=0.001). Patients with an EDLOS >24 h were older(P=0.001) and had more comorbidities(P=0.001) and fewer deaths(P=0.001). Multivariate regression analysis showed that the predictors of short EDLOS were female gender, GCS, SI, hemoglobin level, ISS, and blood transfusion. The predictors of mortality were TTA-1(odds ratio [OR]=4.081, 95%CI: 2.364–7.045), head injury(OR=3.920, 95%CI: 2.413–6.368), blood transfusion(OR=2.773, 95%CI: 1.668–4.609), SI(OR=2.132, 95%CI: 1.364–3.332), ISS(OR=1.077, 95%CI: 1.057–1.096), and age(OR=1.040, 95%CI: 1.026–1.054). CONCLUSIONS: Patients with shorter EDLOS had different baseline characteristics and hospital outcomes compared with patients with longer EDLOS. Patients with prolonged EDLOS had better outcomes;however, the burden of prolonged boarding in the ED needs further elaboration. 展开更多
关键词 Emergency department Length of stay TRAUMA Management OUTCOMES Trauma activation criteria
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Evaluation of Length of Hospital Stay Joining Educational Programs for Type 2 Diabetes Mellitus Patients: Can We Control Medical Costs in Japan? 被引量:4
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作者 Kazumitsu Nawata Koichi Kawabuchi 《Health》 2015年第2期256-269,共14页
Diabetes has become a growing concern in Japan, both medically and financially. The medical cost of diabetes was estimated at 1215 billion yen for fiscal year 2011. We analyzed the length of stay (LOS) in a hospital f... Diabetes has become a growing concern in Japan, both medically and financially. The medical cost of diabetes was estimated at 1215 billion yen for fiscal year 2011. We analyzed the length of stay (LOS) in a hospital for type 2 diabetes mellitus patients who participated in educational programs to determine factors affecting LOS. Data on 991 patients obtained from 28 Red Cross hospitals in 2008 were used. For the analysis, we used the Box-Cox transformation model and Hausman test. The results revealed that patients aged 75 years and above and those with comorbidities and complications were prone to longer LOS. The analysis also revealed significant differences in LOS across the hospitals, even after controlling for patient characteristics. Finally, we applied the least squares method to determine the effects of hospital and regional factors and revealed that patients’ LOS was affected by the region’s average LOS. Regional corporations and networks appeared to be important in improving educational programs. 展开更多
关键词 Medical COST DIABETES Type 2 DIABETES MELLITUS PATIENTS Length of stay (LOS) EDUCATIONAL Program Box-Cox Transformation Model
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Anomaly Detection Algorithm for Stay Cable Monitoring Data Based on Data Fusion 被引量:2
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作者 Xiaoling Liu Qiao Huang Yuan Ren 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2016年第3期39-43,共5页
In order to improve the accuracy and consistency of data in health monitoring system,an anomaly detection algorithm for stay cables based on data fusion is proposed.The monitoring data of Nanjing No.3 Yangtze River Br... In order to improve the accuracy and consistency of data in health monitoring system,an anomaly detection algorithm for stay cables based on data fusion is proposed.The monitoring data of Nanjing No.3 Yangtze River Bridge is used as the basis of study.Firstly,an adaptive processing framework with feedback control is established based on the concept of data fusion.The data processing contains four steps:data specification,data cleaning,data conversion and data fusion.Data processing information offers feedback to the original data system,which further gives guidance for the sensor maintenance or replacement.Subsequently,the algorithm steps based on the continuous data distortion is investigated,which integrates the inspection data and the distribution test method.Finally,a group of cable force data is utilized as an example to verify the established framework and algorithm.Experimental results show that the proposed algorithm can achieve high detection accuracy,providing a valuable reference for other monitoring data processing. 展开更多
关键词 stay CABLE HEALTH monitoring ANOMALY detection data fusion MANUAL inspection
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Risk factors for prolonged intensive care unit stays in patients after cardiac surgery with cardiopulmonary bypass:A retrospective observational study 被引量:2
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作者 Xueying Zhang Wenxia Zhang +5 位作者 Hongyu Lou Chuqing Luo Qianqian Du Ya Meng Xiaoyu Wu Meifen Zhang 《International Journal of Nursing Sciences》 CSCD 2021年第4期388-393,I0001,共7页
Objectives:Patients after cardiac surgery with cardiopulmonary bypass(CPB)require a stay in the ICU postoperatively.This study aimed to investigate the incidence of prolonged length of stay(LOS)in the ICU after cardia... Objectives:Patients after cardiac surgery with cardiopulmonary bypass(CPB)require a stay in the ICU postoperatively.This study aimed to investigate the incidence of prolonged length of stay(LOS)in the ICU after cardiac surgery with CPB and identify associated risk factors.Methods:The current investigation was an observational,retrospective study that included 395 ICU patients who underwent cardiac surgery with CPB at a tertiary hospital in Guangzhou from June 2015 to June 2017.Data were obtained from the hospital database.Binary logistic regression modeling was used to analyze risk factors for prolonged ICU LOS.Results:Of 395 patients,137(34.7%)had a prolonged ICU LOS(>72.0 h),and the median ICU LOS was 50.9 h.Several variables were found associated with prolonged ICU LOS:duration of CPB,prolonged mechanical ventilation and non-invasive assisted ventilation use,PaO2/FiO2 ratios within 6 h after surgery,type of surgery,red blood cell infusion during surgery,postoperative atrial arrhythmia,postoperative ventricular arrhythmia(all P<0.05).Conclusions:These findings are clinically relevant for identifying patients with an estimated prolonged ICU LOS,enabling clinicians to facilitate earlier intervention to reduce the risk and prevent resulting delayed recovery. 展开更多
关键词 Cardiac surgery Cardiopulmonary bypass Intensive care units Length of stay Risk factors
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