New approaches in drug safety assessment based on information provided by doctors and patients in the register “PROFILE” by N. A. Dmitrieva, Yu. V. Lukina, N. P. Kutishenko, S. Yu. Martsevich

“…The aim to compare various sources of the pharmacotherapy safety information in the outpatient register.Materials and methods. …”
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Assessing Health Information Seeking Behaviors Among Targeted Social Media Users Using an Infotainment Video About a Cancer Clinical Trial: Population-Based Descriptive Study by Jonathan Sommers, Don S Dizon, Mark A Lewis, Erik Stone, Richard Andreoli, Vida Henderson

“…Digital and social media are dominant sources of health information and offer optimal opportunities to improve public medical awareness and education by providing accurate and trustworthy health information from reliable sources. …”
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THE URGENCY OF ANTI-CIRCUMVENTION ARRANGEMENTS IN INDONESIA: A COMPARATIVE ANALYSIS WITH THE UNITED STATES AND ISLAMIC LAW PERSPECTIVES by Adi Prasetyo, Wirdyaningsih Wirdyaningsih

“…This study employs qualitative normative research methods through a literature review, examining primary legal materials (such as laws and regulations from Indonesia and the U.S.), secondary sources (literature, journals, previous research results), and tertiary sources (legal dictionaries, encyclopedias). …”
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Becoming a Champion in Exams: A Case Study of Top Performers in Türkiye’s HEIE by Abdullah Atli, Murat Canpolat, Yeliz Yazıcı Demir

“…Through in-depth interviews, we explore four key themes that contribute to their success: personality traits, study strategies, educational background, and sources of support. Our findings offer a nuanced understanding of the factors driving exceptional performance in high-stakes exams, providing valuable implications for educators, policymakers, and students seeking to optimize their preparation for similar competitive assessments.…”
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Distance learning as a factor in increasing the efficiency of the educational process by Tatiana Nikolaevna Poddubnaya

“…The research methodology and methods. The sources of information are scientific articles on the research topic, information from official sites. …”
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Modelling the risks of "smart city" development as a complex sociotechnical system by S. V. Kruglikov, A. G. Davydovskii

“…The exponential growth of urbanized territories and urban populations required the development of new models and methods for describing and optimally managing the risks of modern cities as large and complex social, technological, and logistical systems. …”
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The Usage of Artificial Intelligence (Artificial Intelligence) as material for consideration of the judge's decision In the Criminal Justice System in Indonesia by Syamsul Fatoni, Erma Rusdiana

“…The research follows a normative legal approach, analyzing laws and court cases and comparative methods using various legal sources and qualitative analysis methods. …”
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A retrospective study on the carbon footprint of bodies donated to science for sustainable medical education and research by Carlo Barausse, Carlo Barausse, Subhi Tayeb, Lorenzo Bonifazi, Simone Lodi, Giulia Adalgisa Mariani, Ester Orsini, Sara Zanni, Alessandra Bonoli, Lucia Manzoli, Stefano Ratti

“…However, in countries where there is a shortage of locally donated bodies, anatomical centers are increasingly turning to external body donation programs, such as those in the United States, to meet their needs.MethodsThis study assesses the carbon footprint (CO2e) of locally sourced vs. internationally sourced donated bodies, with the carbon footprint of the latter being estimated hypothetically. …”
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Development and evaluation of large-language models (LLMs) for oncology: A scoping review. by Namya Mehan, Teshan Dias Desinghe, Ashirbani Saha

“…Our scoping review explores applications of LLMs in oncology to determine (1) the nature of LLM applications relevant to a cancer/tumor type, (2) the phases of cancer care addressed by the LLMs, (3) which LLMs were used in these applications, (4) the sources and pre-processing of datasets used, (5) the techniques used to optimize the performance of LLMs, (6) the methods of evaluation, and (7) the common limitations noted by the authors of these LLM applications and to study their implications in research and practice. …”
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Emerging Role of Mesenchymal Stromal Cell and Exosome Therapies in Treating Cognitive Impairment by Vick Key Tew, Muttiah Barathan, Fazlina Nordin, Jia Xian Law, Min Hwei Ng

“…While these therapies hold great promise, challenges such as variability in MSC sources, optimal dosing, and effective delivery methods need to be addressed for clinical application. …”
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Analysis of AC winding loss of permanent magnet synchronous traction motor with high power by LI Xiangcheng, WANG Yingchun, NI Wei, WU Nan

“…AC winding loss is the sum of DC winding loss and eddy current loss. The sources, calculation methods and influencing factors of AC winding loss of PMSTM with high frequency and power were studied. …”
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Experience of using telemedicine technologies in healthcare systems of foreign countries and the Russian Federation: systematic review by O. A. Volkova, S. S. Budarin, E. V. Smirnova, Yu. V. Elbek

“…Today, the development and widespread use of digital technologies in medicine is considered as one of the most promising mechanisms for optimizing costs and improving the efficiency of healthcare and the quality of life of the aging society.Objective: to study the experience of using telemedicine technologies for providing medical care in the health systems of different countries, including the Russian Federation.Material and methods. …”
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Social Factors Influencing Healthcare Expenditures: A Machine Learning Perspective on Australia’s Fiscal Challenges by Wei Gu, Zhantian Zhang, Ou Liu

“…While traditional statistical methods struggle to capture complex data relationships, machine learning offers a more robust approach to handling intricate and non-linear data. …”
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Towards Sustainable Campus Development: A Case Study of Klaipeda University by Anne Olga, Mikalauskas Ignas

“…This involves integrating renewable energy sources and smart building systems to improve resource efficiency and encourage sustainable living practices. …”
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A comprehensive review of digital twin in healthcare in the scope of simulative health-monitoring by Mubaris Nadeem, Sascha Kostic, Mareike Dornhöfer, Christian Weber, Madjid Fathi

“…The availability of new data sources raises the potential for developing structured approaches for prediction and analysis. …”
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Assessing Staffing Needs in the Maintenance Department of a Tertiary Care Teaching Hospital Using Workload Analysis by Alvita Lurdin Saldanha, Shyni Cardoza, Jyothi Seema Moras, Sonal Sophia Fernandes

“… Background Effective staffing in hospital maintenance departments is crucial for ensuring smooth operation of healthcare facilities and maintaining high-quality patient care. However determining optimal staffing levels can be challenging due to various factors such as workload fluctuations skill mix and budget constraints.Objective This research aimed to provide a comprehensive assessment of staffing needs in the hospital maintenance department by conducting a workload analysis and applying insights from these studies ultimately contributing to improved operational efficiency and patient care.Methods Data was collected from 03062024 to 09062024 through direct interviews with staff to assess current work processes biometric attendance reports and other relevant sources.Results The study findings indicate that the maintenance departments actual working hours 9.24 hours day exceed the desired working hours 7.5 hoursday resulting in overtime work 1.7-2 hoursday which affects employee well-being productivity and efficiency. …”
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Sovereignty and territory of the state in the aspect of the problems of constitutionalism: past and present by V. A. Simonov

“…The subject of the research is issues of sovereignty and territory of the state in the light of the problems of constitutionalism, the transformation of scientists' views on the place and role of the territory of the state among the signs of state sovereignty as the main element of the constitutional system and an inalienable property of the state.The purpose of the study is to determine, based on an analysis of the domestic and international legal political and economic situation, the optimal directions for improving the territorial and political organization of Russia.Dialectical-materialistic, comparative-legal, system-structural methods are used in the research.Main results. …”
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Potential strategies for effective utilization of costal cartilage in articular cartilage injury repair by SA Sheleg, AD Kurenkova, ZA Mosina, PS Timashev

“…Background: Joint diseases are one of the leading causes of global disability. Various methods of cartilage repair, including microfracture, mosaic chondroplasty, and autologous chondrocyte transplantation, have been actively studied. …”
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Data enrichment for semantic segmentation of point clouds for the generation of geometric-semantic road models by David Crampen, Joerg Blankenbach

“…This workflow is adaptable to various model architectures, from deep learning methods like PointNet++ and PointNeXt to traditional machine learning models such as Random Forest. …”
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Estimating reach of social impact products: A model to standardize the calculation of product reach in data-scarce settings by Svenja M Jungjohann, Emily Carnahan, Peiman Milani, Cyril Engmann

“…We propose a novel model to support data-driven decision-making in data and budget-constrained settings and use of routine monitoring to ensure progress towards program outcomes and impact. # Methods We present a complete model to estimate product reach of durable and fast-moving consumer products, which includes required inputs, potential data sources, formulas, trade-offs, and assumptions…”
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