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Geological Hazards Occurred on the Road Connecting Vashlijvari-Lisi (M. Machavariani Street) in Tbilisi
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作者 Merab Gaprindashvili 《Journal of Geoscience and Environment Protection》 2021年第11期15-27,共13页
The capital of Georgia</span><span style="font-family:Verdana;">—Tbilisi has a very convenient location and is a node of the transit corridor. Along with natural-geological conditions, its compl... The capital of Georgia</span><span style="font-family:Verdana;">—Tbilisi has a very convenient location and is a node of the transit corridor. Along with natural-geological conditions, its complexity is due to the rapid demographic growth of the city in a highly “sensitive” area of the geological environment and the pressure of high engineering and agricultural activities. In Tbilisi</span></span><span style="font-family:Verdana;">,</span><span style="font-family:Verdana;"> it is observed almost all type</span><span style="font-family:Verdana;">s</span><span style="font-family:""><span style="font-family:Verdana;"> of geological hazards, including landslide-gravitational, suffosion, debris/mudflows, river </span><span style="font-family:Verdana;">bank erosion and inundation </span></span><span style="font-family:Verdana;">were </span><span style="font-family:Verdana;">caused by groundwater. These hazard</span><span style="font-family:Verdana;">s</span><span style="font-family:Verdana;"> cause</span><span style="font-family:""><span style="font-family:Verdana;"> high damages to the residential houses and other infrastructure facilities. Most importantly and most tragically is that these kind of negative geological events are often accompanied by human casualties. The study discusses the geological processes developed in March 2021 in the corridor of the Vashlij</span><span style="font-family:Verdana;">vari-Lisi road (Machavariani Street). The information obtained from the study,</span><span style="font-family:Verdana;"> reflects the triggering factors of the geological hazards, also damages caused by them, and provides recommendations for short-term and long-term protective measures that should ensure the sustainable operation of the road and other infrastructure facilities. 展开更多
关键词 LANDSLIDE GEOLOGY Tbilisi Geological Hazard DISASTER Georgia
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Natural Disaster in Tbilisi City (Riv. Vere Basin) in the Year 2015
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作者 George Gaprindashvili Merab Gaprindashvili Emil Tsereteli 《International Journal of Geosciences》 2016年第9期1074-1087,共15页
During 13-14 June 2015 heavy rainfall in the Riv. Vere basin area and its tributaries caused a drastic increase in the water level and triggered/activated large-scale landslide and debrisflow events. This put the Tskn... During 13-14 June 2015 heavy rainfall in the Riv. Vere basin area and its tributaries caused a drastic increase in the water level and triggered/activated large-scale landslide and debrisflow events. This put the Tskneti-Samadlo and Tsnketi-Akhal- daba motorways out of order. Residential buildings and miscellaneous infrastructural facilities, buildings and structures and Tbilisi Zoo located at the low elevations in the Riv. Vere Gorge were significantly damaged or/and totally destroyed. 23 persons died during the disaster. This study presents the results on an analysis of the landslides/ debrisflows in the riv. Vere catchment and discusses main triggering factors of natural disaster, statistics for the prior period, and geodynamic situation of Akhaldaba “big” landslide developed at the Tskneti-Samadlo road section. It is given recommendations for future activities to reduce landslide/debrisflow hazard in this catchment. 展开更多
关键词 Georgia Tbilisi LANDSLIDE Debrisflow Natural Disaster
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Staff Management Aspects in Tbilisi Pharmacies
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作者 Nino Nemistsveridze 《Journal of Pharmacy and Pharmacology》 2017年第10期771-774,共4页
Abstract: The main purpose of the research was to study a role and place of managers in maintaining staff policy at pharmaceutical companies. It was interesting to see how Georgian pharmaceutical companies are gettin... Abstract: The main purpose of the research was to study a role and place of managers in maintaining staff policy at pharmaceutical companies. It was interesting to see how Georgian pharmaceutical companies are getting new employees at work, what is the priority of the new recruits? What methods are used for selection and recruitment? There were made inquiries by the way of filling applications, which (the applications) were given to the managers ofAversi, PSP, GPC, Pharmadepot and Pharmaceutical House. 50 managers were interviewed totally. It was established that pharmaceutical company management appoints people on the position of pharmacist-managers mainly on the basis of contract (90%). At present, the pharmacist education does not comply with the competence, so 55% of interviewed managers are bachelors, 45% are masters. In order to increase the management's qualifications, pharmaceutical companies are conducting seminars (50%), trainings (30%), and testing (20%). Staff administration in the pharmacies is mainly carried out by the company administration (75%), rarely by managers (25%), but very often the administration takes into consideration the manager's opinion; employees are accepted by testing-interview (70%) or CV (30%). Professional career and experience of the newly employed staff are not highly important (50/50), and the company prefers to educate and share practice to the personnel itself. It is possible to conclude that today the pharmacist-managers of the pharmacies are working in accordance with the contractual fights and obligations signed with the employers and pharmaceutical activities regulated under non-governmental institutes. As a result, it is important to be included special features of pharmaceutical management and the recommendations offered by the World Health Organization and the International Pharmaceutical Federation in the articles of regulatory laws. 展开更多
关键词 Pharmacist-manager pharmaceutical companies recruitment of employees pharmaceutical staff.
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A Study of Attitudes toward Pharmaceutical Care during COVID-19 Pandemic in Tbilisi(Georgia)
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作者 Eka Pruidze Tamaz Chumburidze +2 位作者 Nino Nemsitsveradze Tamar Chikviladze Mariam Chrdileli 《Journal of Pharmacy and Pharmacology》 CAS 2021年第5期205-209,共5页
Background:After the outbreak of COVID-19 in Georgia,the number of patients visiting pharmacies has increased.It became relevant to research the importance of Pharmaceutical Care inprevention of COVID-19.The aim of th... Background:After the outbreak of COVID-19 in Georgia,the number of patients visiting pharmacies has increased.It became relevant to research the importance of Pharmaceutical Care inprevention of COVID-19.The aim of the study was to understand the attitudes of patients and physicians regarding the involvement of pharmacists in prevention of COVID-19,after the spring and autumn waves of pandemic;also,what role can pharmacists take in the future and whether they can transfer Good Pharmaceutical Practice(GPP)to Georgia.Study also tried to capture overall attitudes towards involving pharmacists in healthcare projects such as population rapid testing and vaccinations.Methods:522 patients,1289 pharmacists,and 200 physicians were surveyed regarding their attitudes toward pharmaceutical care during COVID-19 pandemic.Results:The study found that 82.2%of surveyed patients who visited pharmacy during pandemic bought medication and COVID-19 preventive items(face mask,disinfectants,etc.).Out of the surveyed participants,66.9%of patients and 77.1%of pharmacists believe that recommendations given by pharmacists play an important role in the prevention of COVID-19.Study also revealed that 76.6%of pharmacists and 79.3%of patients agree with the statement,the pharmacist should be able to decide whether to choose over-the-counter medications for a patient or refer the patient to a physician.91.8%of patients and 78.3%of pharmacists believe that during a pandemic pharmacist should provide patients who visit pharmacies with complaints of flu,cold,and fever with Pharmaceutical Care;which is agreed by 41.7%of physicians.63.1%of patients,52%of pharmacists,and 45%of physicians have a positive attitude towards administering rapid testing of COVID-19 by pharmacists.The desire for pharmacists to be involved in vaccination was expressed most in patients(43.6%),followed by pharmacists(38.7%),and physicians(36.7%).Conclusions:The study showed similar attitudes of patients and pharmacists-Pharmaceutical Care plays an important role in pandemic prevention.The attitude of patients and pharmacists is positive regarding administering Pharmaceutical Care for patients who come in pharmacies with symptoms of flu and cold.Physicians had more cautious attitude towards the issue,indicating that they may see risks of spreading the virus and aggravating patients’conditions.Most patients who participated in the study believe that pharmacists should be involved in pandemic prevention activities-COVID-19 tests and vaccinations.It is recommended that Georgian healthcare system develops projects that support collaboration of medical professionals and bring us closer to Good Pharmacy Practice(GPP).Training of pharmacists along with physicians in scope of pandemic prevention projects should be planned. 展开更多
关键词 Pharmaceutical Care COVID-19 VACCINATION Rapid Testing.
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The Transparency Revolution in Geohazard Science:A Systematic Review and Research Roadmap for Explainable Artificial Intelligence
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作者 Moein Tosan Vahid Nourani +5 位作者 Ozgur Kisi Yongqiang Zhang Sameh A.Kantoush Mekonnen Gebremichael Ruhollah Taghizadeh-Mehrjardi Jinhui Jeanne Huang 《Computer Modeling in Engineering & Sciences》 2026年第1期77-117,共41页
The integration of machine learning(ML)into geohazard assessment has successfully instigated a paradigm shift,leading to the production of models that possess a level of predictive accuracy previously considered unatt... The integration of machine learning(ML)into geohazard assessment has successfully instigated a paradigm shift,leading to the production of models that possess a level of predictive accuracy previously considered unattainable.However,the black-box nature of these systems presents a significant barrier,hindering their operational adoption,regulatory approval,and full scientific validation.This paper provides a systematic review and synthesis of the emerging field of explainable artificial intelligence(XAI)as applied to geohazard science(GeoXAI),a domain that aims to resolve the long-standing trade-off between model performance and interpretability.A rigorous synthesis of 87 foundational studies is used to map the intellectual and methodological contours of this rapidly expanding field.The analysis reveals that current research efforts are concentrated predominantly on landslide and flood assessment.Methodologically,tree-based ensembles and deep learning models dominate the literature,with SHapley Additive exPlanations(SHAP)frequently adopted as the principal post-hoc explanation technique.More importantly,the review further documents how the role of XAI has shifted:rather than being used solely as a tool for interpreting models after training,it is increasingly integrated into the modeling cycle itself.Recent applications include its use in feature selection,adaptive sampling strategies,and model evaluation.The evidence also shows that GeoXAI extends beyond producing feature rankings.It reveals nonlinear thresholds and interaction effects that generate deeper mechanistic insights into hazard processes and mechanisms.Nevertheless,several key challenges remain unresolved within the field.These persistent issues are especially pronounced when considering the crucial necessity for interpretation stability,the demanding scholarly task of reliably distinguishing correlation from causation,and the development of appropriate methods for the treatment of complex spatio-temporal dynamics. 展开更多
关键词 Explainable artificial intelligence(XAI) geohazard assessment machine learning SHAP trustworthy AI model interpretability
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Liver regeneration after partial hepatectomy:Triggers and mechanisms 被引量:2
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作者 Bakari Korchilava Tamar Khachidze +5 位作者 Nino Megrelishvili Lika Svanadze Manana Kakabadze Keti Tsomaia Memed Jintcharadze Dimitri Kordzaia 《World Journal of Hepatology》 2025年第7期1-17,共17页
Liver regeneration(LR)following partial hepatectomy(PH)is a unique and complex physiological response that restores hepatic mass and function through tightly orchestrated cellular and molecular events.Traditionally vi... Liver regeneration(LR)following partial hepatectomy(PH)is a unique and complex physiological response that restores hepatic mass and function through tightly orchestrated cellular and molecular events.Traditionally viewed as a proliferation-driven process,LR is now understood to involve both hepatocyte hyperplasia and hypertrophy,triggered primarily by hemodynamic alterations such as increased portal pressure and shear stress.These promote LR through endothelial–hepatocyte communication via activation of Piezo1-a mechanosensitive ion channel highly expressed in vascular endothelial cells.This channel is considered one of the potential upstream activators of molecular cascades including the interleukin(IL)-6/signal transducer and activator of transcription 3,tumour necrosis factor-alpha/nuclear factor-kappa B,Wnt/β-catenin,Hippo/YAP,transforming growth factor-beta,and Notch pathways,which contribute variably to the proliferation,differentiation,or suppression of hepatic cells.Novel insights into the IL-22 and IL-33 signaling axes,bile acid and glutamine metabolism,and the role of intestinal microbiota are also presented as promising emerging targets.This review synthesizes current insights into the interplay between mechanical cues,key signaling pathways,and metabolic reprogramming that govern early regenerative responses.We explore the mechanisms dictating the balance between hyperplasia and hypertrophy,noting that hypertrophy predominates after minor resections,while proliferation is dominant in larger resections.Polyploidization emerges as a significant adaptive mechanism,contributing to hepatocyte survival and tissue remodeling.The importance of ductular reactions,microvascular adjustments,and extracellular matrix dynamics in lobular architecture remodeling is also highlighted.The study explores the occurrence of ductular reactions in both minor and major resections,particularly within the granulation tissue near dissection areas.The paper also examines structural remodeling in regenerated liver tissue,demonstrating ongoing transformations in hepatocyte morphology and sinusoidal architecture even months after PH,and emphasizing that the termination of liver mass regrowth does not equate to the cessation of LR. 展开更多
关键词 Partial hepatectomy Liver regeneration Portal pressure Portal flow Cytokines and growth factors Molecular pathways Ductular reaction Structural remodeling
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Bruxism: Implications for Human Health and Well-Being
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作者 Sopio Dalalishvili Vladimer Margvelashvili Marina Nikolaishvili 《Journal of Biosciences and Medicines》 2025年第2期78-94,共17页
Bruxism, characterized by involuntary clenching or grinding of teeth, affects approximately 10% - 20% of adults globally and has significant implications for dental and systemic health. Emerging AI-driven diagnostic t... Bruxism, characterized by involuntary clenching or grinding of teeth, affects approximately 10% - 20% of adults globally and has significant implications for dental and systemic health. Emerging AI-driven diagnostic tools have demonstrated a 25% improvement in identifying nocturnal bruxism compared to conventional methods. This study explores the etiology, pathogenesis, and treatment modalities of bruxism, integrating cutting-edge advancements like neuromodulation and personalized medicine. Furthermore, socioeconomic factors and access disparities are analyzed to propose comprehensive strategies for improving patient outcomes. Current management strategies include behavioral therapies, orthodontic appliances, pharmacological interventions, physical therapy, and, in severe cases, surgical options. Emerging technologies, such as artificial intelligence, personalized medicine, and neuromodulation, are highlighted as promising advancements in bruxism diagnosis and treatment. Additionally, the study underscores the socioeconomic and ethical dimensions of bruxism care, advocating for interdisciplinary collaboration, patient education, and equitable access to innovative treatments. This research aims to contribute to improved understanding and management of bruxism, enhancing patient outcomes and quality of life. 展开更多
关键词 BRUXISM Temporomandibular Joint Dysfunction (TMJD) Stress Nocturnal Bruxism Daytime Bruxism Diagnosis Treatment Modalities Artificial Intelligence Personalized Medicine Interdisciplinary Collaboration Patient Quality of Life
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Peculiarities of implantation of the right graft veins into the inferior vena cava during living donor liver transplantation
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作者 Davit Beridze Lasha Mikeladze +2 位作者 Gia Tomadze Dimitri Kordzaia Kakhaber Kashibadze 《World Journal of Transplantation》 2025年第3期175-185,共11页
BACKGROUND Living donor liver transplantation(LDLT)is a crucial alternative to deceased donor transplantation,especially in regions with limited access to cadaveric organs.Right lobe graft implantation into the inferi... BACKGROUND Living donor liver transplantation(LDLT)is a crucial alternative to deceased donor transplantation,especially in regions with limited access to cadaveric organs.Right lobe graft implantation into the inferior vena cava(IVC)requires advanced surgical techniques to optimize outcomes and reduce complications.AIM To compare two venous anastomosis techniques—direct polytetrafluoroethylene(PTFE)grafting of V5-V8 veins to the IVC vs triangulation to the right hepatic vein(RHV)—in terms of graft viability and postoperative outcomes.METHODS A retrospective analysis was conducted on 96 patients who underwent LDLT with right lobe grafts between 2014 and 2023.Patients were divided into three groups:(1)No venous outflow reconstruction;(2)PTFE graft direct anastomosis to the IVC;and(3)PTFE graft anastomosis using triangulation to the RHV.Perioperative and postoperative outcomes,including bile duct complications,alanine aminotransferase/aspartate aminotransferase levels,and graft perfusion,were compared across groups.RESULTS Group 3(triangulation to RHV)showed significantly improved venous outflow,fewer complications,and faster normalization of liver function tests.Bile duct complications were highest in group 1(12.8%)and lowest in group 3(7%).Doppler ultrasonography revealed better graft perfusion in group 3 compared to groups 1 and 2.CONCLUSION Triangulation to the RHV improves graft viability,reduces biliary complications,and enhances early postoperative outcomes compared to direct PTFE grafting to the IVC. 展开更多
关键词 Living-donor liver transplantation Middle hepatic vein Right liver graft Venous anastomosis techniques Venous outflow reconstruction
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Partial upper sternotomy vs full median sternotomy in obese patients undergoing aortic valve replacement:A meta-analysis
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作者 Aarushi Gupta Tinatin Chikhradze +12 位作者 Afrah Arshad Rahmah Ashar Sakrani Zainab Khan Melake Getahun Samreen Rizwan Ahmed Shaikh Wajiha Syed Tanish Baweja Abhijith Remesan Cheryl Lewis Joy Doshi Muneeb Khawar Asraf Hussain Muhammad Muneeb Khawar 《World Journal of Cardiology》 2025年第9期98-109,共12页
BACKGROUND Obese patients(body mass index≥30 kg/m^(2))undergoing isolated aortic valve replacement(AVR)face increased surgical risks due to comorbidities.Partial upper sternotomy(PUS),a minimally invasive approach,ma... BACKGROUND Obese patients(body mass index≥30 kg/m^(2))undergoing isolated aortic valve replacement(AVR)face increased surgical risks due to comorbidities.Partial upper sternotomy(PUS),a minimally invasive approach,may reduce complications compared to full median sternotomy(FMS).We hypothesize that PUS improves outcomes over FMS in obese patients undergoing AVR.AIM To compare the efficacy and safety of PUS vs FMS in obese patients undergoing isolated AVR.METHODS This systematic review and meta-analysis followed PRISMA guidelines,searching PubMed,EMBASE,and Cochrane databases for observational studies comparing PUS vs FMS in obese patients undergoing AVR.Outcomes were analyzed using odds ratios(OR),mean differences(MD),95%confidence intervals(CI),I^(2)statistic,and Newcastle-Ottawa Scale was used for quality assessment.RESULTS Four observational studies involving 677 patients were analyzed.PUS reduced intensive care unit stay(MD-2.67 days,95%CI:-4.43 to-0.90,P=0.003,I^(2)=78%)but increased cardiopulmonary bypass time(MD 5.62 minutes,95%CI:-0.36 to 11.59,I^(2)=55%).No differences were observed in renal failure(OR 1.13,95%CI:0.63-2.94,I^(2)=0%),atrial fibrillation(OR 0.81,95%CI:0.43-1.54,I^(2)=30%),reexploration(OR 1.09,95%CI:0.48-2.47,I^(2)=0%),postoperative bleeding(OR 1.48,95%CI:0.53-4.15,I^(2)=60%),wound infection(OR 1.23,95%CI:0.70-2.14,I^(2)=0%),hospital stay(MD 0.51 days,95%CI:-4.13 to 5.15,I^(2)=90%),or cross-clamp time(MD 4.03 minutes,95%CI:-0.75 to 8.80,I^(2)=50%).CONCLUSION PUS is safe and effective for obese patients undergoing AVR,reducing intensive care unit stay and enhancing recovery,provided surgical expertise is available. 展开更多
关键词 Partial upper sternotomy Full median sternotomy Aortic valve replacement OBESITY Intensive care unit stay Cardiopulmonary bypass time Minimally invasive surgery Postoperative complications
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Nonlinear asymmetric thermomechanical buckling of shallow nanoscale arches having dissimilar end conditions embracing nonlocality and strain gradient size dependencies
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作者 Saeid Sahmani Kamila Kotrasova +2 位作者 Mona Zareichian Jian Sun Babak Safaei 《Defence Technology(防务技术)》 2025年第5期67-82,共16页
The undercurrent research survey explores the roles of nonlocality and strain gradient size dependencies in nonlinear asymmetric buckling of shallow nanoscale arches having dissimilar end conditions through a numerica... The undercurrent research survey explores the roles of nonlocality and strain gradient size dependencies in nonlinear asymmetric buckling of shallow nanoscale arches having dissimilar end conditions through a numerical analysis.The arches,made from a functionally graded graphene nanofiller reinforced composite(FG-GNRC),are subjected to discretional radial concentrated loads along with converting of temperature.To account for the size dependencies,the exploration is carried out stemming from the nonlocal strain gradient theory(NSGT)in the sense of a quasi-2D parabolic shear flexible concept of curved beam.The material properties of the contemplated FG-GNRC sandwich are determined using the modified Halpin-Tsai micromechanics model.Subsequently,an extended isogeometric analysis(XIGA)is manipulated comprising insertion plus multiplication of knots to achieve the demanded lower continuity allocated to the integration between flexural and tangential reflexes.It is perceived that the both softening and stiffening concomitants assigned to the salient concentrated radial loads obtained by the developed NSGT-based XIGA diminish from the first upper limit to the second one,and then likewise from the first lower limit to the second one.Although,by becoming the upsurge in temperature higher,these softening and stiffening concomitants get more remarkable. 展开更多
关键词 Nanotechnology Size-dependent mechanical responses Sandwich composites Extended isogeometric analysis Curved beams
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Electromagnetic Form Factors of Hyperons in the Timelike Region:A Short Review
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作者 Ling-Yun Dai Johann Haidenbauer Ulf-G.Meiβner 《Chinese Physics Letters》 2025年第3期3-9,共7页
We review recent experimental and theoretical results for the electromagnetic form factors of hyperons(Y)in the timelike region,accessible in the reactions e^(+)e^(-)→YY.Specifically,we focus on the final statesΛΛ... We review recent experimental and theoretical results for the electromagnetic form factors of hyperons(Y)in the timelike region,accessible in the reactions e^(+)e^(-)→YY.Specifically,we focus on the final statesΛΛ,ΛΣ^(0)/Λ,Σ^(0)Λ,■■,andΩΩ.TheΛ_(c)Λ_(c)system is also discussed. 展开更多
关键词 SYSTEM ELECTROMAGNETIC
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What do nursing students know about delirium?A cross-sectional study and scenario analysis
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作者 Rana A.Al-Awamleh Ibrahim Ayasreh +5 位作者 Omar Khraisat Jafar M.Alkhawaldeh Haitham Khatatbeh Nisser Alhroub Manar Abu-abbas Ahmad Salameh Al-Awamleh 《Frontiers of Nursing》 2025年第3期401-407,共7页
Objective:To assess the level of nursing students’knowledge about delirium and its associated risk factors.Delirium is a clinical syndrome characterized by alterations in cognition and psychomotor activity.Since deli... Objective:To assess the level of nursing students’knowledge about delirium and its associated risk factors.Delirium is a clinical syndrome characterized by alterations in cognition and psychomotor activity.Since delirium is common among geriatric patients,adequate preparedness of nursing students to assess and manage delirious geriatric patients is necessary to improve potential nurses’quality of care and communication with this group.Limited research work was conducted to address nursing students’knowledge about delirium.Methods:This cross-sectional descriptive study was conducted from October 2022 to February 2023.A convenience sampling was used,and 319 valid questionnaires were obtained from nursing students from six Jordanian governmental and private universities,who were at least in their third academic year.An adopted delirium knowledge scale was used to collect data.Descriptive statistics and an independent t-test were used for data analysis.Results:The mean for general knowledge about delirium was 57.5%.The mean for knowledge of delirium risk factors was 61.8%.Nursing students in their fourth academic year scored significantly higher on both general knowledge and risk knowledge scales than students in the third academic year.Conclusions:Nursing students’knowledge regarding delirium and its risk factors was low.Educational efforts should be maximized for incorporating and addressing the topic of delirium in the undergraduate nursing curriculum.Implications of this study include revising nursing curricula to ensure that students receive enough education on delirium,including its detection,diagnosis,and management.The implications also include giving nursing students the chance to gain experience in caring for delirious patients and providing them with the tools and resources they need to assess and manage delirium. 展开更多
关键词 DELIRIUM JORDAN KNOWLEDGE nursing students risk factors
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Applications of Advanced Optimized Neuro Fuzzy Models for Enhancing Daily Suspended Sediment Load Prediction
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作者 Rana Muhammad Adnan Mo Wang +3 位作者 Adil Masood Ozgur Kisi Shamsuddin Shahid Mohammad Zounemat-Kermani 《Computer Modeling in Engineering & Sciences》 2025年第4期1249-1272,共24页
Accurate daily suspended sediment load(SSL)prediction is essential for sustainable water resource management,sediment control,and environmental planning.However,SSL prediction is highly complex due to its nonlinear an... Accurate daily suspended sediment load(SSL)prediction is essential for sustainable water resource management,sediment control,and environmental planning.However,SSL prediction is highly complex due to its nonlinear and dynamic nature,making traditional empirical models inadequate.This study proposes a novel hybrid approach,integrating the Adaptive Neuro-Fuzzy Inference System(ANFIS)with the Gradient-Based Optimizer(GBO),to enhance SSL forecasting accuracy.The research compares the performance of ANFIS-GBO with three alternative models:standard ANFIS,ANFIS with Particle Swarm Optimization(ANFIS-PSO),and ANFIS with Grey Wolf Optimization(ANFIS-GWO).Historical SSL and streamflow data from the Bailong River Basin,China,are used to train and validate the models.The input selection process is optimized using the Multivariate Adaptive Regression Splines(MARS)method.Model performance is evaluated using statistical metrics such as Root Mean Square Error(RMSE),Mean Absolute Error(MAE),Mean Absolute Percentage Error(MAPE),Nash Sutcliffe Efficiency(NSE),and Determination Coefficient(R^(2)).Additionally,visual assessments,including scatter plots,Taylor diagrams,and violin plots,provide further insights into model reliability.The results indicate that including historical SSL data improves predictive accuracy,with ANFIS-GBO outperforming the other models.ANFIS-GBO achieves the lowest RMSE and MAE and the highest NSE and R^(2),demonstrating its superior learning ability and adaptability.The findings highlight the effectiveness of nature-inspired optimization algorithms in enhancing sediment load forecasting and contribute to the advancement of AI-based hydrological modeling.Future research should explore the integration of additional environmental and climatic variables to enhance predictive capabilities further. 展开更多
关键词 Suspended sediment load prediction NEURO-FUZZY gradient-based optimizer ANFIS
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支架自显影定位法体外开窗技术在主动脉弓部腔内修复术中的应用:附113例国际多中心病例回顾性分析 被引量:15
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作者 舒畅 李鑫 +14 位作者 李全明 何昊 黎明 王暾 杨晨紫 王沫 周海洋 JoséFernando Teixeira Suko Adiarto Tao Fan Bogdan Cherpark Imaev Timur Makhkamov Najmiddin Pavel Charnahlaz Giorgi Kheladze 《中国普通外科杂志》 CAS CSCD 北大核心 2020年第12期1426-1434,共9页
背景与目的:胸主动脉腔内修复术(TEVAR)已成为治疗降主动脉疾病的一线治疗方式。在治疗累及主动脉弓部疾病时,体外开窗(PMF)是目前常用于重建弓部分支动脉的技术之一。它是指在选择合适的主动脉覆膜支架后,根据弓上分支动脉的位置,在覆... 背景与目的:胸主动脉腔内修复术(TEVAR)已成为治疗降主动脉疾病的一线治疗方式。在治疗累及主动脉弓部疾病时,体外开窗(PMF)是目前常用于重建弓部分支动脉的技术之一。它是指在选择合适的主动脉覆膜支架后,根据弓上分支动脉的位置,在覆膜支架相应位置上除去覆膜,建立人造的“窗孔”,在将有窗孔的大动脉支架准确对位释放后再释放分支支架。本文介绍一种利用主动脉支架本身所携带的不透X线标志快速、准确地将窗孔与分支动脉开口对准的开窗方法—支架自显影定位PMF技术(S-F技术),并通过总结利用该方法进行TEVAR的一组患者临床资料和手术以及随访数据,探讨利用S-F技术在主动脉弓部疾病腔内治疗中的技术特点和其应用价值。方法:回顾性分析2015年12月—2020年6月利用S-F技术行TEVAR治疗的中国湖南中南大学湘雅二医院血管外科和其他7个国家的国家级血管外科中心共113例主动脉弓部疾病患者的基本数据、术中技术数据和术后随访数据。结果:患者均根据S-F技术的操作标准流程进行的TEVAR,即时手术成功率为100%,共植入胸主动脉覆膜支架118枚,其中植入桥接支架35例。手术时间(62.9±17.4)min,X线操作时间(23.1±9.8)min,造影剂用量(81.2±22.5)mL。术中开窗对位准确率为98.2%。补救性植入烟囱支架1例(0.9%),矫正后对位回准1例(0.9%)。开窗同时保留弓上三分支动脉2例(1.8%),开窗同时保留左颈总动脉(LCCA)和左锁骨下动脉(LSA)6例(5.3%),保留LSA 110例(97.3%)。术后1个月内无死亡病例,无严重并发症发生。术后1周复查发现Ⅰ型内漏7例(6.2%)。随访时间中位时间24.5个月,死亡2例(1.8%);术后分支动脉闭塞3例(2.7%),分别发生在术后3个月(2例)和术后6个月(1例)。结论:S-F技术为治疗累及主动脉弓部疾病重建弓上分支动脉提供了一种可供选择的方法,是全腔内重建主动脉弓部方法技术上的一项进步。 展开更多
关键词 主动脉疾病 主动脉 血管内操作 体外开窗
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Modeling river water quality parameters using modified adaptive neuro fuzzy inference system 被引量:2
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作者 Armin Azad Hojat Karami +2 位作者 Saeed Farzin Sayed-Farhad Mousavi Ozgur Kisi 《Water Science and Engineering》 EI CAS CSCD 2019年第1期45-54,共10页
Water quality is always one of the most important factors in human health. Artificial intelligence models are respected methods for modeling water quality. The evolutionary algorithm (EA) is a new technique for improv... Water quality is always one of the most important factors in human health. Artificial intelligence models are respected methods for modeling water quality. The evolutionary algorithm (EA) is a new technique for improving the performance of artificial intelligence models such as the adaptive neuro fuzzy inference system (ANFIS) and artificial neural networks (ANN). Attempts have been made to make the models more suitable and accurate with the replacement of other training methods that do not suffer from some shortcomings, including a tendency to being trapped in local optima or voluminous computations. This study investigated the applicability of ANFIS with particle swarm optimization (PSO) and ant colony optimization for continuous domains (ACOR) in estimating water quality parameters at three stations along the Zayandehrood River, in Iran. The ANFIS-PSO and ANFIS-ACOR methods were also compared with the classic ANFIS method, which uses least squares and gradient descent as training algorithms. The estimated water quality parameters in this study were electrical conductivity (EC), total dissolved solids (TDS), the sodium adsorption ratio (SAR), carbonate hardness (CH), and total hardness (TH). Correlation analysis was performed using SPSS software to determine the optimal inputs to the models. The analysis showed that ANFIS-PSO was the better model compared with ANFIS-ACOR. It is noteworthy that EA models can improve ANFIS' performance at all three stations for different water quality parameters. 展开更多
关键词 Water quality parameters ANFIS Evolutionary algorithm Particle SWARM OPTIMIZATION Ant COLONY OPTIMIZATION for continuous DOMAINS
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A One Century Record of Changes at Nenskra and Nakra River Basins Glaciers, Causasus Mountains, Georgia 被引量:3
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作者 Levan G. Tielidze Lela Gadrani Roman Kumladze 《Natural Science》 2015年第3期151-157,共7页
The article considers the variability of Nenskra and Nakra River basins glaciers’ parameters in the years of 1911-2014. Nenskra and Nakra River basins are located on the southern slope of the Great Caucasus, between ... The article considers the variability of Nenskra and Nakra River basins glaciers’ parameters in the years of 1911-2014. Nenskra and Nakra River basins are located on the southern slope of the Great Caucasus, between the Kharikhra, Shdavleri and Tsalgmili ranges, in Georgia, in particular in the Enguri River basin. In our research we used the catalogue of the glaciers of Georgia compiled by K. Podozerskiy in 1911. We also used the military topographic maps with the scale of 1:25,000 and 1:50,000 drawn up in 1960 (in former Soviet Union), where there are the glaciers mapped in detail and the ends of their ice tongues on the southern slope of Great Caucasus of those times. We also used the remote sensing method, which is the best modern way for the study of the dynamics of glaciers and this method is remarkable by a quick obtaining of results. The spectral images of the Landsat L8 OLI/TIRS (Operational Land Imager and Thermal Infrared Sensor) (USGS) received from the “Landsat” artificial satellite are the necessary materials for our study. We also used the field survey materials of 2014 (GPS data). The latest statistical information is also given about the glaciers located in the individual river basins;their morphological types, exposition and the dynamics are considered according to the individual years. 展开更多
关键词 SOUTH CAUCASUS Glaciers Glaciers of Georgia Glaciers Dynamic REMOTE Sensing
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Experience of the Eliava Institute in bacteriophage therapy 被引量:1
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作者 Mzia Kutateladze 《Virologica Sinica》 SCIE CAS CSCD 2015年第1期80-81,共2页
The rapid propagation of multidrug resistant bacterial strains is leading to renewed interest in bacteriophage therapy.With challenges in the treatment of bacterial infections,it is essential for people worldwide to u... The rapid propagation of multidrug resistant bacterial strains is leading to renewed interest in bacteriophage therapy.With challenges in the treatment of bacterial infections,it is essential for people worldwide to understand how alternative approaches,such as bacteriophages,could be used to combat antibiotic resistant bacteria.The Eliava Institute 展开更多
关键词 renewed antibiotic PHAGE COMBAT CHALLENGES preparations FIGURE PHAGE FACILITY currently
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Crustal and Mantle Sources at Various Settings of Phanerozoic Geodynamic Development Expressed in Volcanism and Metallogeny of Eurasian Active Margin 被引量:2
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作者 Vladimir I.Gugushvili 《Journal of Environmental Science and Engineering(A)》 2018年第9期361-386,共26页
Phanerozoic geodynamic development of the Tethys ocean revealed at Eurasian active margin is manifested in pre-and post-collision stages.The Phanerozoic crust was already divided into sialic and basaltic crusts and ri... Phanerozoic geodynamic development of the Tethys ocean revealed at Eurasian active margin is manifested in pre-and post-collision stages.The Phanerozoic crust was already divided into sialic and basaltic crusts and rigid upper mantle.The precious and nonferrous metals were redistributed between them.In the sialic crust,precious metals are concentrated: Au,Ag and Pb,in basaltic crust—zinc,the copper mainly rests in the mantle.Phanerozoic plate-tectonics was manifested in the following settings: island arc,inter/backarc and oceanic.Island arc setting correlates with steady-state subduction and controlled by calc-alkaline volcanism.At this stage,the sialic,basaltic crust and mantle material participate in volcanism,whereas the subducted slab plunged in mantle,the metallogenic indicators are Au,Pb,Zn and Cu.The stage of inter/backarc is related to steepening of subducting slab,because mantle diapir incursion provokes the rifting.At the initial stage and at stage of slackening rifting,when the sialic crust is not yet spread out from zone of volcanic activity,mineralization was represented by subalkaline trachydacites,shoshonite and alkali basaltic volcanism(volcanological indicators)and Au and Pb are participated with Zn and Cu in mineralization.The strengthening of steepening with mantle diapir incursion on higher level rifting spread out the sialic crust,volcanism on this stage is tholeiitic and mineralization is represented by zinc-copper-pyrite VMS(Volcanogenic Massive Sulphide)ores.The minor ocean setting is controlled by the most intensive spreading provoked by incursion mantle diapir at highest level,and spread out the basaltic crust as well,and volcanism belongs to ophiolites with dunite-peridotite magmatic activity.The mineralization was represented by copper-pyrite ores and single metallogenic indicator is the copper.The convergence of Eurasian and Afro-Arabian continents and closing of Tethys Ocean resulted in transferring the pre-collision stage in post-collision,characterized by trace elements Sb,W,Mo,Hg,as geochemical and metallogenic indicator of the postcollision setting. 展开更多
关键词 Pre-collision stage volcanologic INDICATOR METALLOGENIC INDICATOR
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Probabilistic Model of Technical Queuing Systems with Subsystems for Detection and Recovery of Failures 被引量:3
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作者 Ramaz R. Shamugia 《International Journal of Communications, Network and System Sciences》 2016年第8期305-310,共6页
The given article presents an analytical model developed for a multichannel technical queuing system with time redundancy for operability management, subsystems of reliable periodical control of sudden and gradual fai... The given article presents an analytical model developed for a multichannel technical queuing system with time redundancy for operability management, subsystems of reliable periodical control of sudden and gradual failure detection and a subsystem for system recovery after failure. It is assumed in the model that the failures are governed by the Poisson probability distribution law and the times of reliable control and system recovery after failures are governed by an arbitrary law of probability distribution, in the general case depending on the number of servicers. The paper defines probabilities of accomplishment of certain task volumes by the system within a priori defined time intervals, taking into consideration its reliability characteristics. 展开更多
关键词 Reliability Time Redundancy Time Reservation Analysis Methods Reliability Indicators
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WEAK TYPE INEQUALITY FOR THE MAXIMAL OPERATOR OF WALSH-KACZMARZ-MARCINKIEWICZ MEANS 被引量:1
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作者 Ushangi GOGINAVA Karoly NAGY 《Acta Mathematica Scientia》 SCIE CSCD 2016年第2期359-370,共12页
The main aim of this article is to prove that the maximal operator σ^k* of the Marcinkiewicz-Fejer means of the two-dimensional Fourier series with respect to Walsh- Kaczmarz system is bounded from the Hardy space H... The main aim of this article is to prove that the maximal operator σ^k* of the Marcinkiewicz-Fejer means of the two-dimensional Fourier series with respect to Walsh- Kaczmarz system is bounded from the Hardy space H2/3 to the space weak-L2/3. 展开更多
关键词 Walsh-Kaczmarz system Marcinkiewicz-Fej^r means Maximal operator a.e.convergence weak type inequality
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