Beyond the numbers: App-enabled stroke prediction system for high-risk individuals in imbalanced datasets by Abrar Faiaz Eram, Aliva Sadnim Mahmud, Marwan Mostafa Khadem, Md Amimul Ihsan

“…While machine learning approaches show promise in stroke prediction, current research often relies on synthetic data to address dataset imbalance, potentially compromising real-world model performance in clinical settings. …”
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Impact of demographic ageing on sustainability of public finance in Serbia by Zdravković Aleksandar, Domazet Ivana, Nikitović Vladimir

“…In this context, critical review of the current government approach to the pension growth dynamics was given from the perspective of medium-term sustainability of pension system, which resulted in appropriate recommendations. …”
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Magnetic nanoparticle-catalysed synthesis of quinoline derivatives: A green and sustainable method by Vaishali, Shubham Sharma, Pooja Sharma, D.K. Das, Vinod K Vashistha, Jitender Dhiman, Rachna Sharma, Rajesh Kumar, Man vir Singh, Yogendra Kumar

“…Green synthesis involves the development of method that decrease or eliminate the use of hazardous chemicals, and make use of renewable or recyclable resources. …”
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Juror Characteristics and Decision Making in a Developed Coercive Control Case by Kacey May Barnett, Russell Woodfield, Rachel A. Conlon

“…Those who also returned a Not Guilty verdict had more accepting controlling behaviour attitudes, scored higher for defendant believability and were less confident in their overall decision. Findings from the current study highlight the significance of attitudes in a juror decision-making context. …”
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Impact of Photovoltaic Penetration on the Distribution System Operation. Case Study Albania by Andi Hida, Olsi Karapici, Rajmonda Buhaljoti, Diamant Gashi

“…In this context, this paper presents the impact of small-scale photovoltaic penetration in a radial feeder of the Albanian distribution system, in different connection points (in each feeder’s transformer, in the first half-length, or the second half). …”
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Modeling Customer Purchase Behavior in the Insurance Industry Using System Dynamics by Shabnam Jalalat, Kambiz Shahroodi, Mehdi Fadaei, Mahdi Homayounfar

“…The first scenario showed that of continuing the current conditions would lead to an increase in the gap between life insurance expenses and revenue. …”
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Opinion Dynamics Model Based on Cognitive Styles: Field-Dependence and Field-Independence by Xi Chen, Shen Zhao, Wei Li

“…We find that when an individual has a greater tendency toward the field-independent cognitive style under the influence of culture, the time required for a social system to reach a steady state will increase; the system will have greater difficultly in reaching consensus, mirroring the evolutionary trends in public opinion in the context of eastern and western cultures. …”
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BEHAVIORAL AND COGNITIVE FACTORS IN THE FORMATION OF THE HEURISTIC MODEL OF THE EFFECTIVE INTERPRETER IN INVESTING IN HIGH-TECH COMPANIES by S. V. Ilkevich

“…As the heuristic model of the effective interpreter can be perceived as generally increasing the risks in the system for all stakeholders at the current stage of the evolution of the investment system, the author focuses on the most negative manifestations of cognitive and behavioural factors in his description in the publication. …”
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Occupational safety and health in Ecuador by Paúl Cajías Vasco, Darío Álvarez Calderón, Pamela Merino Salazar, Antonio Gómez Garcia

“…Twelve scientific articles on OSH from authors of Ecuadorian affiliation and developed in a national context were identified. Conclusions: OSH status in Ecuador faces a persistent high toll of informal workers, an aging working population, an increase of work accidents, a scarce scientific evidence and an outdated legislation. …”
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Nuclear pore dysfunction and disease: a complex opportunity by Charlotte M. Fare, Jeffrey D. Rothstein

“…In this review, we summarize the current understanding of nuclear pore biology in physiological and pathological contexts and discuss potential therapeutic approaches for addressing nuclear pore injury and dysfunctional nucleocytoplasmic transport.…”
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Teaching in the Digital Age—Developing a Support Program for Nursing Education Providers: Design-Based Research by Stefan Walzer, Carolin Barthel, Ronja Pazouki, Helga Marx, Sven Ziegler, Peter Koenig, Christiane Kugler, Stefan Jobst

“…The findings of this research can be used as a basis for the development of similar programs in other educational and health care contexts.…”
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Design and implementation of a project management training program to develop workforce ready skills and career readiness in STEM PhD students and postdoctoral trainees by Elizabeth J. Salm, Caleb C. McKinney

“…Posttest data (n = 25) reveal a significant increase (p < 0.0001) in project management self-efficacy measures across the aforementioned pain point scales. …”
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Exploring Long-Term Clean Energy Transition Pathways in Ghana Using an Open-Source Optimization Approach by Romain Akpahou, Jesse Essuman Johnson, Erica Aboagye, Fernando Plazas-Niño, Mark Howells, Jairo Quirós-Tortós

“…An open-source energy modelling tool was used to assess four scenarios accounting for current policies and additional alternatives to pursue energy transition goals. …”
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Operationalising energy sufficiency for low-carbon built environments in urbanising India by Ashok B. Lall, Girisha Sethi

“…Energy sufficiency can be used as a guiding principle for urbanising contexts to limit both the embodied energy of new residential buildings and the associated operational energy demands. …”
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Organizational and legal forms and differences in the administrative and legal status of the territorial bodies of the federal executive authorities of the Russian Federation by A. P. Demin

“…In the context of the functioning of the power vertical, there is a need to unify their administrative and legal status, since the unity of the public authority system is the achieved result of the constitutional reform of 2020. …”
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Analysis of the distribution of Astragalus membranaceus var. mongholicus in Inner Mongolia under climate change using the GEE platform by Jingxia Guo, Chunhong Zhang, Mingxu Zhang, Yaqiong Bi, Mengchao Wang, Minhui Li

“…This study explores the currently suitable habitats for A. membranaceus var. mongholicus using a random forest species distribution model on the Google earth engine platform. …”
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NSMO-Based Adaptive Finite-Time Command-Filtered Backstepping Speed Controller for New Energy Hybrid Ship PMSM Propulsion System by Dan Zhang, Suijun Xiao, Hongfen Bai, Diju Gao, Baonan Wang

“…In the context of the new energy hybrid ship propulsion system (NE-HSPS), the parameters of the rotor speed, torque, and current of the permanent magnet synchronous motor (PMSM) are susceptible to environmental variations and unmodeled disturbances. …”
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Tertiary Trauma Survey: Nurses Performance and Polytrauma Patients’ Outcomes by Zienab M. Salama, Neamatallah G. Ahmed, Asmaa M. Mahmoud

“… Context: Tertiary Trauma Survey is an important tool for the detection of missed injury, and some trauma units have created their protocol for tertiary trauma surveys to decrease the incidence of missed injuries in trauma patients. …”
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Transmission dynamics and elimination potential of zoonotic tuberculosis in morocco. by Mahamat Fayiz Abakar, Hind Yahyaoui Azami, Philipp Justus Bless, Lisa Crump, Petra Lohmann, Mirjam Laager, Nakul Chitnis, Jakob Zinsstag

“…The prevalence of BTB in Moroccan cattle is estimated at 18%, and 33% at the individual and the herd level respectively, but the human M. bovis burden needs further clarification. The current control strategy based on test and slaughter should be improved through local context adaptation taking into account a suitable compensation in order to reduce BTB prevalence in Morocco and decrease the disease burden in humans and animals. …”
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Archéologie et nouvelles technologies appliquées à l’étude des dynamiques contemporaines de destruction du patrimoine culturel : le cas du pillage en Méso-Amérique by Aura Fossati

“…Archaeology is increasingly delving into the study of recent phenomena, seeking to understand current social practices to address contemporary societal challenges. …”
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