PROFESSIONAL-PEDAGOGICAL REFLECTION OF STUDENTS: RESULTS OF EMPIRICAL RESEARCH WORK by M. N. Dudina

“…Successful approbation of the trial version of new methodical tools showed that selfassessment of future teachers significantly correlates with recognition of great demands of society required to a pedagogical profession.Practical significance. …”
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Exploration of transfer learning techniques for the prediction of PM10 by Michael Poelzl, Roman Kern, Simonas Kecorius, Mario Lovrić

“…Machine learning (ML) models can be employed to explore such dynamics, including the prediction of air pollution concentrations, yet demanding extensive training data. To address this, techniques like transfer learning (TL) leverage knowledge from a model trained on a rich dataset to enhance one trained on a sparse dataset, provided there are similarities in data distribution. …”
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Perceptions and experiences of directly observed treatment in tuberculosis: insights from a mixed-methods cross-sectional study by Diana Amorim, João Pedro Ramos, Pedro Barbosa, Mariana Vieira, Raquel Duarte

“…ABSTRACT Objective: The demanding nature and psychosocial burdens of directly observed treatment (DOT) have opened a path to alternative strategies such as video-observed therapy (VOT), which offers comparable treatment outcomes and patient satisfaction while potentially saving time and reducing costs. …”
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Understanding Factors Contributing to Nurses’ Intention to Care for COVID-19 Patients Using the Theory of Planned Behavior by Khalid A. Aljohani, Mohammad S. Aljohani, Maria Jocelyn B. Natividad, Paul Reinald B. Gracia, Ibtehal I. Qazanli

“…One of the negative consequences of the disease is the pressure on healthcare services and demands that exceed the system's capacity to provide sufficient resources. …”
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The outcomes of recent patient safety education interventions for trainee physicians and medical students: a systematic review by Charles Vincent, Nick Sevdalis, Sonal Arora, Paul Baker, Matthew A Kirkman, Maria Ahmed

“…Availability of expert faculty, competing curricular/service demands and institutional culture were important factors affecting implementation.Conclusions There is an increasing trend for developing educational interventions in patient safety delivered to trainees/residents and medical students. …”
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Transforming dementia research into practice: a multiple case study of academic research utilization strategies in Dutch Alzheimer Centres by Eden Meng Zhu, Martina Buljac-Samardžić, Kees Ahaus, Robbert Huijsman

“…Conclusions Successful research utilization requires evolving researcher competencies to meet environmental demands and facilitating co-creation with research end-users and implementing partners. …”
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English medium instruction in the higher education in Pakistan: A retrospective analysis using the ROAD-MAPPING framework by K. A. Siddiqui

“…Moreover, it was found out that tensions between international demands and local needs have not only created a socio-economic gap but have also discouraged the development of local languages.Scientific novelty. …”
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Specific features of professional moral qualities of cadets of the institutions of higher education of the Ministry of Internal Affairs of Ukraine by K. I. Maravska

“…It has been found out that cadets of the fourth year of study, become more demanding for themselves and their own disadvantages, they seek self-improvement. …”
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Risk perception among healthcare professionals working in emergency care in remote locations: a scoping review protocol by Teresa Martins, Célia Maria Queirós, Tiago Correia

“…Introduction Providing healthcare in emergency services is a multifaceted challenge that demands prompt approaches. Ensuring safety and efficacy becomes even more challenging in ‘remote locations’, referring to geographical areas located far from urban centres or densely populated regions, often characterised by insufficient access to services, infrastructure and communication channels. …”
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Human Development from Concept "Soft Skills" Communication by Emilawati Binti Othman, Masfizaizan Binti Manaf

“…This transformation aims to meet the demands and needs of human resources in addition to produce disciplined graduates, supporting the national aspirations and noble character. …”
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ANALYSIS OF THERMAL PROPERTIES OF THE LED-LINES BY METHOD OF ELECTRICАL TRANSIENT PROCESSES by S. A. Manеgo, Yu. A. Bumai, I. A. Khorunzhii, Yu. V. Trofimov

“…It is particularly burning amidst the energy crisis and the world commercial slump. Thus, the lighting demands 10–13 % of the total electric energy consumption in Belarus. …”
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Advanced deep learning techniques for recognition of dental implants by Veena Benakatti, Ramesh P. Nayakar, Mallikarjun Anandhalli, Rohit sukhasare

“…Background: Dental implants are the most accepted prosthetic alternative for missing teeth. With growing demands, several manufacturers have entered the market and produce a variety of implant brands creating a challenge for clinicians to identify the implant when the necessity arises. …”
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Incidence of HBV Reactivation in Psoriasis Patients Undergoing Cytokine Inhibitor Therapy: A Single-Center Study and Systematic Review with a Meta-Analysis by Meng Hsuan Kuo, Ping-Hung Ko, Sz-Tsan Wang, Chih-Wei Tseng

“…Despite the lower risk for HBsAg−/HBcAb+ patients, the potential severity of outcomes demands careful monitoring and timely action.…”
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Dynamic Task Planning for Multi-Arm Harvesting Robots Under Multiple Constraints Using Deep Reinforcement Learning by Feng Xie, Zhengwei Guo, Tao Li, Qingchun Feng, Chunjiang Zhao

“…These challenges include mutual interference among multi-arm mechanical structures, task allocation across multiple arms, and dynamic operating conditions. This imposes higher demands on task coordination for multi-arm harvesting robots, requiring collision-free collaboration, optimization of task sequences, and dynamic re-planning. …”
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‘Another brick in the wall’. On the origins of nationalism in the ‘new’ federal states of Germany by A. V. Belinskii, M. V. Khorol’skaya

“…However, the failure of the state to provide an unbiased view on the national history, rigid official ideology and its alienation from the popular demands have led to the growing nationalism in the GDR. …”
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Uncertainty quantification of CT regularized reconstruction within the Bayesian framework by Negin Khoeiniha, Patricio Guerrero, Wim Dewulf

“…This method significantly reduces computational and storage demands compared to classic Monte Carlo simulations while incorporating regularization techniques. …”
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Research on SiC Speed Controller for High-Voltage Distributed Electric Propulsion System by Labin Wang, Yunhan He, Yun Xu, Li Fan, Junhua Xiang

“…Distributed propulsion systems enhance aircraft flexibility and reliability, synchronously reducing performance demands and costs of single propulsion units compared to centralized propulsion system. …”
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Design of an Integrated Model for Video Summarization Using Multimodal Fusion and YOLO for Crime Scene Analysis by Sai Babu Veesam, Aravapalli Rama Satish

“…The scenario of crime scene analysis in video summarization is more demanding in that it involves the accurate and efficient extraction of critical key events from multi-camera footage, which may include the identification of persons of interest, weapons and complicated environments. …”
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Bilateral Leydig Cell Hyperplasia: A Rare Cause of Postmenopausal Hirsutism by S. Pathmanathan, S. D. N. De Silva, M. Sumanatilleke, D. Lokuhetty, U. V. V. Ranathunga

“…While adrenal and ovarian venous sampling can help to arrive at a diagnosis, it is a technically demanding procedure with low success rates even at centers of excellence. …”
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Data analysis for performance index of plate heat exchanger filled by ionanofluid-oil: parallel versus counterflow by Ishrat Zahan, Rehena Nasrin, Nusrat Jahan Jakia

“…Abstract Plate heat exchangers ensure their continued relevance and adaptability in meeting modern energy, environmental, and industrial demands. Innovations in this area significantly improve energy efficiency, reduce environmental impact, and enhance industrial processes. …”
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