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Clinical Effect Observation of Constructing PERMA Model in Psychological Intervention for Patients with Chronic Cancer Pain
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作者 Yu-Feng Ren Dong-Li Ji +2 位作者 Yu Wu Ru-Qin Ben Hai-Xia Wei 《Psycho-Oncologie》 SCIE 2024年第4期329-336,共8页
Background:The constructing PERMA model in psychological intervention was applied to patients with chronic cancer pain to provide data reference for reducing pain,fear of cancer recurrence,and improving the level of p... Background:The constructing PERMA model in psychological intervention was applied to patients with chronic cancer pain to provide data reference for reducing pain,fear of cancer recurrence,and improving the level of psychological capital.Aim:To explore the clinical effects of constructing PERMA model in psychological intervention for patients with chronic cancer pain.Methods:A total of 98 patients with chronic cancer pain admitted to our hospital from March 2021 to March 2023 were randomly divided into two groups,49 cases in each group.The control group received routine intervention,while the research group constructed PERMA model based on the routine intervention for psychological intervention.The pain severity,fear of cancer recurrence,psychological capital and quality of life before and after intervention were compared between the two groups.Results:After two months of intervention,the pain in the research group was milder than that in the control group(p<0.05).The scores and total scores of all dimensions of fear of cancer recurrence in the research group were lower than those in the control group(p<0.05).The scores and total scores of each dimension of psychological capital in the research group were higher than those in the control group(p<0.05).The scores of all dimensions of quality of life in the research group were higher than those in the control group(p<0.05).Conclusion:The PERMA model constructed in psychological interventions for patients with chronic cancer pain can assist analgesic medications to reduce pain and alleviate the fear of cancer recurrence,increase the level of psychological capital,and thus improve quality of life. 展开更多
关键词 Chronic cancer pain psychological intervention PERMA model degree of pain fear of cancer recurrence psychological capital quality of life
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Optimization of nursing interventions for postoperative mental status recovery in patients with cerebral hemorrhage 被引量:1
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作者 Jin-Li Tang Wei-Wei Yang Xiao-Yang Yang 《World Journal of Psychiatry》 SCIE 2024年第3期434-444,共11页
BACKGROUND Hypertensive cerebral hemorrhage(HCH),the most common chronic diseases,has become a topic of global public health discussions.AIM To investigate the role of rehabilitative nursing interventions in optimizin... BACKGROUND Hypertensive cerebral hemorrhage(HCH),the most common chronic diseases,has become a topic of global public health discussions.AIM To investigate the role of rehabilitative nursing interventions in optimizing the postoperative mental status recovery phase and to provide clinical value for future rehabilitation of patients with HCH.METHODS This randomized controlled study included 120 patients with cerebral HCH who were contained to our neurosurgery department between May 2021–May 2023 as the participants.The participants have randomly sampled and grouped into the observation and control groups.The observation group received the rehabilitation nursing model,whereas the control group have given conventional nursing.The conscious state of the patients was assessed at 7,14,21,and 30 d postoperatively.After one month of care,sleep quality,anxiety,and depression were compared between the two groups.Patient and family satisfaction were assessed using a nursing care model.RESULTS The results showed that the state of consciousness scores of the patients in both groups significantly increased(P<0.05)after surgical treatment.From the 14th day onwards,differences in the state of consciousness scores between the two groups of patients began to appear(P<0.05).After one month of care,the sleep quality,anxiety state,and depression state of patients were significantly better in the observation group than in the control group(P<0.05).Satisfaction with nursing care was higher in the observation group than in the control group(P<0.05).CONCLUSION The rehabilitation nursing model has a more complete system compared to conventional nursing,which can effectively improve the postoperative quality of life of patients with cerebral hemorrhage and improve the efficiency of mental state recovery;however,further analysis and research are needed to provide more scientific evidence. 展开更多
关键词 Cerebral hemorrhage Nursing interventions Mental status OPTIMIZATION Rehabilitation nursing model Quality of life
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Epidemic threshold influenced by non-pharmaceutical interventions in residential university environments
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作者 卢泽超 赵生妹 +1 位作者 束华中 巩龙延 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第2期551-556,共6页
The control of highly contagious disease spreading in campuses is a critical challenge.In residential universities,students attend classes according to a curriculum schedule,and mainly pack into classrooms,dining hall... The control of highly contagious disease spreading in campuses is a critical challenge.In residential universities,students attend classes according to a curriculum schedule,and mainly pack into classrooms,dining halls and dorms.They move from one place to another.To simulate such environments,we propose an agent-based susceptible–infected–recovered model with time-varying heterogeneous contact networks.In close environments,maintaining physical distancing is the most widely recommended and encouraged non-pharmaceutical intervention.It can be easily realized by using larger classrooms,adopting staggered dining hours,decreasing the number of students per dorm and so on.Their real-world influence remains uncertain.With numerical simulations,we obtain epidemic thresholds.The effect of such countermeasures on reducing the number of disease cases is also quantitatively evaluated. 展开更多
关键词 epidemic threshold susceptible-infected-recovered model non-pharmaceutical interventions time-varying heterogeneous contact networks
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Global Analysis of an SEIR Epidemic Model with Infectious Force under Intervention Strategies 被引量:1
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作者 Minmin Zhou Tiansi Zhang 《Journal of Applied Mathematics and Physics》 2019年第8期1706-1717,共12页
In this paper, we investigate the global stability of an SEIR (Susceptible-Exposed-Infected-Remove) epidemic model with infectious force under intervention strategies. To address this issue, we prove that the basic re... In this paper, we investigate the global stability of an SEIR (Susceptible-Exposed-Infected-Remove) epidemic model with infectious force under intervention strategies. To address this issue, we prove that the basic reproduction number R0 plays an essential role in determining whether the disease extincts or persists. If , there is a unique disease-free equilibrium point of the model which is globally asymptotically stable and the disease dies out, and if , there exists a unique endemic equilibrium point which is globally asymptotically stable and the disease persists. 展开更多
关键词 SEIR EPIDEMIC model intervention Strategies Basic REPRODUCTION NUMBER Global Stability
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Interventional effect of hirudin on the expression of microtubule-associated protein 2 in peripheral tissue of hematom of model rats with acute intracerebral hemorrhage 被引量:2
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作者 Jiachun Feng Ying Zhang Fang Deng 《Neural Regeneration Research》 SCIE CAS CSCD 2006年第3期230-233,共4页
BACKGROUND: It is suspected that dissociation, destruction or synthetic disorder of microtubule-associated protein 2 (MAP-2) may participate in secondary injury of intracerebral hemorrhage (ICH), and the reason m... BACKGROUND: It is suspected that dissociation, destruction or synthetic disorder of microtubule-associated protein 2 (MAP-2) may participate in secondary injury of intracerebral hemorrhage (ICH), and the reason may be related to thrombin in high concentration after ICH; therefore, the mechanism should be studied further. OBJECTIVE: To explore the effect of hirudin on expression of MAP-2 in peripheral tissue of hematom after ICH and changes of water content in brain tissue and analyze pathogenesis of thrombin in secondary injury after ICH. DESIGN : Completely randomized grouping design and controlled animal study SEn-ING : Department of Neurology, the First Affiliated Hospital of Jilin University MATERIALS : The experiment was carried out in the Neurological Laboratory of the First Affiliated Hospital of Jilin University from April 2003 to April 2004. A number of 80 healthy Wistar rats, of both genders, aged 3-4 months, weighing 250-350 g, were randomly divided into 8 groups: normal control group, 6-hour ICH group, 1-day ICH group, 2-day ICH group, 3-day ICH group, 7-day ICH group, 3-day hirudin group and 7-day hirudin group with 10 in each group. Five rats from each group were selected to measure their water content, and the others were undertaken immunohistochemical stain. Hirudin was produced by Sigma Company, USA, and MAP-2 rabbit-rat polyclonal antibody was provided by Fuzhou Maixin Biotechnology Company Limited. METHODS: ① Model establishing and grouping intervention: Rats in simple ICH group were collected their blood from tails and then inserted with 50 μL non-anticoagulant auto-arterial blood into the cauda of the putamen in right brain within 5 minutes. Rats in hirudin groups were inserted with 10 U hirudin (which was diluted with saline to 20 μL) into local hematom regions within 5 minutes, and the needle was pulled out after 10 minutes. Rats in normal control group were untouched. ② Water content in peripheral tissue of hematom: Based on the ratio between dry weight and wet weight, brain tissue at bleeding side and in right frontal lobe was selected to measure dry and wet weights so as to calculate the water content [(wet weight - dry weight) /wet weight] × 100%.③ Positive expression of MAP-2: Based on immunohistochemical stain, positive MAP-2 cells were regarded as neurons and they were buffy morphological. Positive rate of MAP-2 was calculated, i.e., percentage of positive cells in each sight to total cells in all sights. ④ Statistical analysis: Data among groups were compared with one-way analysis of variance, averages were compared with SNK-q test by each other, and relation between water content and MAP-2 was analyzed with linear regression technique. MAIN OUTCOME MEASURES: Changes of water content and MAP-2 expression in peripheral tissue of hematorn at various time points after ICH and intervention of hirudin. RESULTS: All 80 rats were involved in the final analysis. ①Water content: Water content was increased at day 1, reached peak at day 3 and decreased at day 7. It was (72.31±0.32)%, (77.42±0.53)%, (78.44±0.28)%, (74.10±0.13)%, (74.85±0.51)% and (70.07±0.36)%, respectively in 1-day, 2-day, 3-day and 7-day ICH groups and 3-day and 7-day hirudin groups, which was higher than that in normal control group (63.85±0.41, q=-4.684 3 to -7.262 0, P〈 0.05); that in 2-day and 3-day ICH groups was higher than that in 7-day ICH group (q=-3.053 4, -3.727 0, P 〈 0.05); and that in 3-day and 7-day ICH groups was higher than that in hirudin groups at the same time points (q=-2.965 6, -2.726 4, P 〈 0.05). ②Positive expression of MAP-2: Positive expression of MAP-2 was decreased at 6 hours after ICH, reached the lowest value at day 3 and increased at day 7. Positive rate was (78.60±0.42)%, (60.56±0.74)%, (44.60±0.26)%, (25.45±0.85)%, (32.55±0.64)%, (37.69+0.76)%, (41.75±0.68)%, respectively in 6-hour, 1-day, 2-day, 3-day and 7-day ICH groups and 3-day and 7-day hirudin groups, which was lower than that in normal control group [(96.50±0.33)%, q= -3.074 5 to -8.128 5, P 〈 0.05]. In addition, positive cells of MAP-2 disappeared plentifully at 3-7 days after ICH, stain of positive cells were light, and only stain of plasma was positive. That in 3-day and 7-day hirudin groups was higher than that in ICH groups at the same time points (q= -3.391 8, -2.967 9, P 〈 0.05). Moreover, positive cells of MAP-2 was formed slightly but deeply stained. ③ Results of linear regression: Water content was negatively related to MAP-2 changes at 7 days after ICH (r= -0.894 9, P〈 0.01), i.e., water content was increased with decrease of MAP-2 expression. CONCLUSION : The deterioration of MAP-2 may be involved in the pathogenesis of thrombin within the first week after ICH, and the local administration of hirudin can protect neurons. 展开更多
关键词 ICH interventional effect of hirudin on the expression of microtubule-associated protein 2 in peripheral tissue of hematom of model
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Neurodevelopmental disorders:An innovative perspective via the response to intervention model 被引量:1
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作者 Celestino Rodríguez Debora Areces +2 位作者 Trinidad García Marisol Cueli Paloma Gonzalez-Castro 《World Journal of Psychiatry》 SCIE 2021年第11期1017-1026,共10页
Neurodevelopmental disorders are a group of conditions classified together by the most recent edition of the Diagnostic and Statistical Manual of Mental Disorders which include intellectual disability,communication di... Neurodevelopmental disorders are a group of conditions classified together by the most recent edition of the Diagnostic and Statistical Manual of Mental Disorders which include intellectual disability,communication disorders,autism spectrum disorder,attention-deficit/hyperactivity disorder,specific learning disorder(SLD),and motor disorders.SLD is present in many students,who exhibit significant difficulties in the acquisition of reading,written expression,and mathematics,mostly due to problems with executive functions(EF).The present study is a review of the current situation of neurodevelopmental disorders and SLD focusing on the benefits of the response to intervention model(RtI),which allows the combination of evaluation and intervention processes.It also addresses the key role of EF.The importance of adapting RtI to new possibilities such as the use of virtual reality is discussed and a theoretical framework for carrying that out is provided. 展开更多
关键词 Neurodevelopmental disorders Specific learning disorder Response to intervention model Virtual reality
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Nursing model of midwifery and postural and psychological interventions:Impact on maternal and fetal outcomes and negative emotions of primiparas 被引量:1
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作者 Ping Gao Cai-Qiong Guo +1 位作者 Ma-Yu Chen Hui-Ping Zhuang 《World Journal of Psychiatry》 SCIE 2023年第8期543-550,共8页
BACKGROUND Primiparas are usually at high risk of experiencing perinatal depression,which may cause prolonged labor,increased blood loss,and intensified pain,affecting maternal and fetal outcomes.Therefore,interventio... BACKGROUND Primiparas are usually at high risk of experiencing perinatal depression,which may cause prolonged labor,increased blood loss,and intensified pain,affecting maternal and fetal outcomes.Therefore,interventions are necessary to improve maternal and fetal outcomes and alleviate primiparas’negative emotions(NEs).AIM To discusses the impact of nursing responsibility in midwifery and postural and psychological interventions on maternal and fetal outcomes as well as primiparas’NEs.METHODS As participants,115 primiparas admitted to Quanzhou Maternity and Child Healthcare Hospital between May 2020 and May 2022 were selected.Among them,56 primiparas(control group,Con)were subjected to conventional midwifery and routine nursing.The remaining 59(research group,Res)were subjected to the nursing model of midwifery and postural and psychological interventions.Both groups were comparatively analyzed from the perspectives of delivery mode(cesarean,natural,or forceps-assisted),maternal and fetal outcomes(uterine inertia,postpartum hemorrhage,placental abruption,neonatal pulmonary injury,and neonatal asphyxia),NEs(Hamilton Anxiety/Depressionrating Scale,HAMA/HAMD),labor duration,and nursing satisfaction.RESULTS The Res exhibited a markedly higher natural delivery rate and nursing satisfaction than the Con.Additionally,the Res indicated a lower incidence of adverse events(e.g.,uterine inertia,postpartum hemorrhage,placental abruption,neonatal lung injury,and neonatal asphyxia)and shortened duration of various stages of labor.It also showed statistically lower post-interventional HAMA and HAMD scores than the Con and pre-interventional values.CONCLUSION The nursing model of midwifery and postural and psychological interventions increase the natural delivery rate and reduce the duration of each labor stage.These are also conducive to improving maternal and fetal outcomes and mitigating primiparas’NEs and thus deserve popularity in clinical practice. 展开更多
关键词 Nursing model of midwifery Postural intervention PRIMIPARA Maternal and fetal outcomes Negative emotions
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The Impact of Patient Education on the Nursing Care of Perioperative Patients in the Interventional Catheterization Room
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作者 Cui Yang Huan Xiong +1 位作者 Mao Li Yuanyuan Liu 《Journal of Clinical and Nursing Research》 2024年第1期19-24,共6页
Objective:To explore and analyze the effect of implementing a precise education model on the nursing care of perioperative patients in the interventional catheterization room.Methods:We selected 70 patients who were g... Objective:To explore and analyze the effect of implementing a precise education model on the nursing care of perioperative patients in the interventional catheterization room.Methods:We selected 70 patients who were going to undergo surgical intervention in our hospital from August 2020 to December 2022 as the subjects for this study through random sampling.The patients were divided into a control group and an observation group,with 35 cases in each group.The control group underwent basic nursing intervention,and the observation group was given precise patient education.The nursing effects of both groups were observed.Results:After the intervention,all compliance indicators of the observation group were better than those of the control group(P<0.05).Besides,the incidence of complications in the observation group(2.86%)was lower than that of the control group(17.14%)with P<0.05.Furthermore,the patient satisfaction of the observation group(97.14%)was higher than that of the control group(82.86%),with P<0.05.Conclusion:A precise propaganda and education model facilitates the nursing of perioperative patients in the interventional catheterization room.Therefore,this practice should be popularized. 展开更多
关键词 Patient education model interventional catheterization room Perioperative period Nursing effect
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Application of causal model to maternal smoking cessation intervention in pregnancy
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作者 Rashid M. Ansari John B. Dixon +1 位作者 Colette Browning Saiqaa Y. Ansari 《Open Journal of Preventive Medicine》 2013年第4期347-354,共8页
The adverse effects of maternal smoking during pregnancy on both the offspring and women are well known. The main objective of this research article is to provide health professional causal modelling approach to make ... The adverse effects of maternal smoking during pregnancy on both the offspring and women are well known. The main objective of this research article is to provide health professional causal modelling approach to make a more comprehensive assessment of major determinants of smoking behaviour during and after pregnancy and consequently the outcomes of pregnant women smoking which are adversely affecting both the offspring and pregnant women. The causal model based on theory and evidence was modified and applied to material smoking cessation intervention to control the adverse effects of smoking on offspring obesity and neurodevelopment. In this approach a generic model links behavioural determinants, causally through behaviour, to physiological and biochemical variables, and health outcomes. It is tailored to context, target population, behaviours and health outcomes. The model provides a rational guide to appropriate measures, intervention points and intervention techniques, and can be tested quantitatively. The causal modelling approach showed promising results which can be used to help maternal smoking women to understand the risk of smoking and help them to quit smoking. The regression analysis of maternal smoking women BMI (n = 1000) on offspring BMI was statistically significant, p 0.05). This supported the hypothesis that maternal smoking women BMI during pregnancy is an important determinant of offspring obesity and consequently the risk factors of cardiovascular development. The causal modelling approach is unique as it provides an incentive to health professional to use these models to target any important and modifiable determinants of the maternal smoking behaviour and decrease the risk of adverse pregnancy outcomes for the offspring and the mother. 展开更多
关键词 intervention PREGNANT Women MATERNAL SMOKING CAUSAL modelling OFFSPRING
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Evaluating the effect of price and non-price policy intervention on rice cultivation in Sierra Leone: A supply response model approach
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作者 Alhaji Mohamed Hamza Conteh Xiangbin Yan 《Agricultural Sciences》 2014年第1期51-59,共9页
Rice is the main food for over 95 percent of the Sierra Leonean populace. It accounts for the largest portion of the agricultural GDP of the country. On the contrary, its cultivation has been shrinking over the past d... Rice is the main food for over 95 percent of the Sierra Leonean populace. It accounts for the largest portion of the agricultural GDP of the country. On the contrary, its cultivation has been shrinking over the past decades. Consequently, importation now becomes the main source of supplying the grain for local needs since its cultivation or production could no longer meet domestic request. The deterioration in the local cultivation of rice has had severe socio-economic implications such as higher consumer prices and balance of payment burden. Therefore, the main objective of this study is to evaluate the effect of price and other related nonprice policy intervention on rice cultivation in the country. The tools utilized for analyzing the problem comprise, a coefficient of protection analysis as well as a supply response analysis by means of a time series regression (for the period 1980-2011). Major limitations established negatively affecting rice output are price disincentives to cultivators, public expenditure and fertilizer consumption. From the above findings, rice cultivators should be accorded the necessary incentives to keep them more effective in the rice cultivation career. The food policy approach that had over the years depended on huge importation of rice should be reviewed in favor of domestic cultivation. Increasing local cultivation through a meaningful protection of cultivators can independently reduce the price of rice to the advantage of the final consumers. This study also recommends that public funds should be redirected away from rice import toward investments in its domestic cultivation. 展开更多
关键词 Rice IMPORTS CULTIVATION CULTIVATORS PRICE POLICY interventions Supply Response model
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Government intervention model based on behavioral heterogeneity for China’s stock market
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作者 Zhong-Qiang Zhou Jie Li +1 位作者 Wei Zhang Xiong Xiong 《Financial Innovation》 2022年第1期2569-2587,共19页
Active government intervention is a striking characteristic of the Chinese stock market.This study develops a behavioral heterogeneous agent model(HAM)comprising fundamentalists,chartists,and stabilizers to investigat... Active government intervention is a striking characteristic of the Chinese stock market.This study develops a behavioral heterogeneous agent model(HAM)comprising fundamentalists,chartists,and stabilizers to investigate investors’dynamic switching mechanisms under government intervention.The model introduces a new player,the stabilizer,into the HAM as a proxy for the government.We use the model to examine government programs during the 2015 China stock market crash and find that it can replicate the dynamics of investor sentiment and asset prices.In addition,our analysis of two simulations,specifically the data-generating processes and shock response analysis,further corroborates the key conclusion that our intervention model not only maintains market stability but also promotes the return of risk asset prices to their fun-damental values.The study concludes that government interventions guided by the new HAM can alleviate the dilemma between reducing price volatility and improving price efficiency in future intervention programs. 展开更多
关键词 Government intervention Excess volatility Behavioral heterogeneity Heterogeneous agent model
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Comparative Geospatial Planning Model for “Location Specific” Intervention and Continuous Improvement Strategy
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作者 Princewill Ode Odum Nathaniel Olugbade Adeoye +1 位作者 Eleojo Oluwaseun Abubakar Marcus Aja Idoko 《Journal of Geographic Information System》 2016年第3期329-337,共9页
Sustainable development can only be achieved by conscious planning and implementation of action plans. Decision making requires a careful selection of the right conceptual framework and models for planning and impleme... Sustainable development can only be achieved by conscious planning and implementation of action plans. Decision making requires a careful selection of the right conceptual framework and models for planning and implementation processes. Planning process models dictate in very clear terms what must be done and how it is done to achieve a successful completion of a process of activity [1]. Since about 80% of data used to support decisions are geographically related [3], it is necessary to put Geographic Information Systems (GIS) at the core of the planning and implementation model. There exists a great disparity in a heterogeneous world. The locational disparity in achieving sustainable development, therefore, necessitates a planning model that is “location specific” i.e. identifies areas (locations) requiring intervention and areas (locations) requiring continuous improvement strategies. This was achieved in this study by reviewing Bell’s Information System Strategic Planning Model and Kaufman’s Strategic Planning Model, and the designing of new model to overcome the limitation of existing models. Practical application of the new model was carried out in education planning and administration in order to achieve the global goals for sustainable development 4 (quality education). Finding shows that the Comparative Geospatial Planning Model for “Location Specific” Intervention and Continuous Improvement Strategy is useful to support the achievement of sustainable development goals in multidisciplinary, multi-sector applicable instances. 展开更多
关键词 Planning model LOCATION intervention Improvement Sustainable Development Goals
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Study on the Community Intervention Model among the Drivers on Long Distance Buses
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作者 LIAO Jin SHI Qingke +4 位作者 WU Xinsheng MA Yugen MA Xiao LIU Bo YAN Kai 《美国中华健康卫生杂志》 2005年第4期69-71,共3页
关键词 长途司机 社区干预 健康教育 同伴教育
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VIRTUAL REALITY BASED THREE-DIMENSIONAL GUIDE WIRE PROPAGATION SIMULATION FOR ENDOVASCULAR INTERVENTION 被引量:3
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作者 周正东 Pascal Haigron +1 位作者 Vincent Guilloux Antoine Lucas 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2010年第1期62-69,共8页
The virtual reality based motion simulation of the guide wire and the catheter inside specific vascular structures can benefit a lot for the endovascular intervention. A fast and well-performed collision cancellation ... The virtual reality based motion simulation of the guide wire and the catheter inside specific vascular structures can benefit a lot for the endovascular intervention. A fast and well-performed collision cancellation algorithm is proposed based on the geometric analysis and the angular propagation (AP), and a 3-D real-time interactive system is developed for the motion simulation of the guide wire and the catheter inside the specific patient vascular. The guide wire or the catheter is modeled as the "multi-body" representation and properties are defined by its intrinsic characteristics. The motion of the guide wire or the catheter inside the vascular is guided by the collision detection and the collision cancellation algorithm. Finally, a relaxation procedure is used to achieve more realistic status. Experimental results show that the behavior of the guide wire or the catheter depends on the defined parameters. The real-time simulation can be achieved. The result shows that the simulation system is effective and promising. 展开更多
关键词 CATHETERS virtual reality guide wire multi-body model endovascular intervention
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Intervention-ARIMA模型在我国第三产业就业人数预测中的应用 被引量:4
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作者 万平 《统计教育》 2009年第9期31-33,37,共4页
本文利用Intervention-ARIMA模型对我国第三产业就业人数(1952-2006年)时间序列进行了动态拟合,重点考虑了"大跃进"对我国第三产业就业人数的干预影响,取得了很好的拟合效果,并预测了我国未来几年第三产业就业人数的发展趋势... 本文利用Intervention-ARIMA模型对我国第三产业就业人数(1952-2006年)时间序列进行了动态拟合,重点考虑了"大跃进"对我国第三产业就业人数的干预影响,取得了很好的拟合效果,并预测了我国未来几年第三产业就业人数的发展趋势。证明了第三产业发展对缓解我国当前就业压力的积极效应。 展开更多
关键词 intervention—ARIMA模型 第三产业 就业
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基于ARIMA-Intervention-LSTM的组合预测模型 被引量:1
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作者 冯思曼 闫亮 +1 位作者 张艳辉 蔡霞 《河北工业大学学报》 CAS 2023年第2期28-34,共7页
针对某时刻存在异常的序列数据,首先建立添加异常值或干预效应的ARIMA (Autoregressive Integrated Moving Average)模型,之后应用LSTM (Long-Short Term Memory)模型对ARIMA模型残差序列进行深度学习。通过对波动较为明显的股票收盘价... 针对某时刻存在异常的序列数据,首先建立添加异常值或干预效应的ARIMA (Autoregressive Integrated Moving Average)模型,之后应用LSTM (Long-Short Term Memory)模型对ARIMA模型残差序列进行深度学习。通过对波动较为明显的股票收盘价格日度数据和受“新冠”疫情影响的公路货运量序列数据进行实证分析,证实该模型在对某时刻发生不同程度突变的试验数据进行预测时,能够明显提高预测精度。 展开更多
关键词 ARIMA 干预分析 LSTM 组合模型 预测
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Personalized cardiovascular intervention simulation system 被引量:3
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作者 Aimin HAO Jiahao CUI +1 位作者 Shuai LI Qinping ZHAO 《Virtual Reality & Intelligent Hardware》 2020年第2期104-118,共15页
Background This study proposes a series of geometry and physics modeling methods for personalized cardiovascular intervention procedures,which can be applied to a virtual endovascular simulator.Methods Based on person... Background This study proposes a series of geometry and physics modeling methods for personalized cardiovascular intervention procedures,which can be applied to a virtual endovascular simulator.Methods Based on personalized clinical computed tomography angiography(CTA)data,mesh models of the cardiovascular system were constructed semi-automatically.By coupling 4 D magnetic resonance imaging(MRI)sequences corresponding to a complete cardiac cycle with related physics models,a hybrid kinetic model of the cardiovascular system was built to drive kinematics and dynamics simulation.On that basis,the surgical procedures related to intervention instruments were simulated using specially-designed physics models.These models can be solved in real-time;therefore,the complex interactions between blood vessels and instruments can be well simulated.Additionally,X-ray imaging simulation algorithms and realistic rendering algorithms for virtual intervention scenes are also proposed.In particular,instrument tracking hardware with haptic feedback was developed to serve as the interaction interface of real instruments and the virtual intervention system.Finally,a personalized cardiovascular intervention simulation system was developed by integrating the techniques mentioned above.Results This system supported instant modeling and simulation of personalized clinical data and significantly improved the visual and haptic immersions of vascular intervention simulation.Conclusions It can be used in teaching basic cardiology and effectively satisfying the demands of intervention training,personalized intervention planning,and rehearsing. 展开更多
关键词 Personalized cardiovascular modeling intervention simulation system intervention instrument simulation X-ray imaging simulation Hybrid model
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Assessment of the Benefits of Targeted Interventions for Pandemic Control in China Based on Machine Learning Method and Web Service for COVID-19 Policy Simulation
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作者 WU Jie Wen JIAO Xiao Kang +7 位作者 DU Xin Hui JIAO Zeng Tao LIANG Zuo Ru PANG Ming Fan JI Han Ran CHENG Zhi Da CAI Kang Ning QI Xiao Peng 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2022年第5期412-418,共7页
Taking the Chinese city of Xiamen as an example,simulation and quantitative analysis were performed on the transmissions of the Coronavirus Disease 2019(COVID-19)and the influence of intervention combinations to assis... Taking the Chinese city of Xiamen as an example,simulation and quantitative analysis were performed on the transmissions of the Coronavirus Disease 2019(COVID-19)and the influence of intervention combinations to assist policymakers in the preparation of targeted response measures.A machine learning model was built to estimate the effectiveness of interventions and simulate transmission in different scenarios.The comparison was conducted between simulated and real cases in Xiamen.A web interface with adjustable parameters,including choice of intervention measures,intervention weights,vaccination,and viral variants,was designed for users to run the simulation.The total case number was set as the outcome.The cumulative number was 4,614,641 without restrictions and 78 under the strictest intervention set.Simulation with the parameters closest to the real situation of the Xiamen outbreak was performed to verify the accuracy and reliability of the model.The simulation model generated a duration of 52 days before the daily cases dropped to zero and the final cumulative case number of 200,which were 25 more days and 36 fewer cases than the real situation,respectively.Targeted interventions could benefit the prevention and control of COVID-19 outbreak while safeguarding public health and mitigating impacts on people’s livelihood. 展开更多
关键词 COVID-19 intervention policy simulation Machine learning Compartment model
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Design and Production of a Patient Guide to Support Return to Work after Breast Cancer:An Application of Intervention Mapping
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作者 Guillaume Broc Julien Carretier +7 位作者 Sabrina Rouat Laure Guittard Julien Péron Béatrice Fervers Laurent Letrilliart Philippe Sarnin Jean-Baptiste Fassier Marion Lamort-Bouché 《Psycho-Oncologie》 SCIE 2023年第3期167-179,共13页
Aims.Return to work(RTW)after breast cancer is a complex process that questions the individual trajectories of patients and stakeholders.Program planning in this context requires relying on appropriate methods like In... Aims.Return to work(RTW)after breast cancer is a complex process that questions the individual trajectories of patients and stakeholders.Program planning in this context requires relying on appropriate methods like Intervention Mapping(IM)which encompasses such complexity.The aim of the methodological study is to describe an application of IM for both the design and production of a patient guide supporting RTW after breast cancer.Procedure.According to IM,the guide was co-constructed with a Community Advisory Board(CAB)of stakeholders(patients/associations,health professionals,companies,institutions)after considering other options(interactive website,mobile application).The design was done with empirical and theoretical anchoring,guided here by an Ecosystem Process of Change model.A communication agency was chosen to produce the document.Pre-tests were conducted with a representative panel of the target audience to assess the different prototypes elaborated,using questionnaires and a focus group.Results.The final structure of the guide is presented with comments in order to concretely illustrate the management of IM steps 3 and 4.The final structure of the guide is presented,along with a description of its components that target women(according to Prochaska et Di Clemente’s stages of change)and their environment(by use of levers they may activate).The results of the pre-test led to the simplification of the guide and its structure.Conclusion.IM allows a rich integration of experiential knowledge in the planning of complex health and public health programs.The development of the guide has attempted to integrate its aspects,in particular to promote both its implementation and its effects.Reflections are brought about the realistic evaluation of such complex interventions. 展开更多
关键词 intervention research occupational health promotion theory and models behaviour change intervention Mapping
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Exploring the Experiences of Personal Recovery among Mental Health Consumers and Their Caregivers Receiving Strength- Based Family Interventions
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作者 Li-yu Song Su-ting Hsu 《International Journal of Mental Health Promotion》 2023年第8期915-925,共11页
Background:This study explored the personal recovery of consumers and their caregivers receiving the strength-based family intervention.Method:A three-year project was implemented with 43 dyads from 5 community psychi... Background:This study explored the personal recovery of consumers and their caregivers receiving the strength-based family intervention.Method:A three-year project was implemented with 43 dyads from 5 community psychiatric rehabilitation agencies in northern,central,and Southern Taiwan.This paper presents qualitative analysis with a focus on describing the experiences of personal recovery.To gain a deeper understanding of the participants’personal experiences and perspectives,semi-structured in-depth interviews were conducted on three occasions(six months after the inception of the experiment,18 months after,and when the participants left the services of this study).Over the three occasions,a total of 27 consumers and 28 caregivers were interviewed.Data analysis was conducted based on grounded theory.Results:Consumers expressed positive experiences in the domain of the recovery process(positive sense of self,taking responsibility,and better coping)and on the objective indicators of recovery(functioning,interpersonal interaction,and family relationship).Caregivers experienced lessened psychological burdens.They also revealed improvements to their sense of self(recovery process)and subjective indicators of recovery outcomes,including feeling empowered and having a better quality of life.Moreover,they had better interaction with consumers(objective domain of recovery).Conclusion:These findings suggest that the strength-based perspective is an acceptable,culturally-compatible approach among Chinese mental health consumers and their caregivers.The investigators suggest that additional resources would be necessary to support a change in the service system in Taiwan so that family-based services can be provided to promote the recovery of mental health consumers and their family caregivers. 展开更多
关键词 RECOVERY strength-based model family caregiver burden psychiatric disability family intervention quality of life
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