A privacy-enhanced framework for collaborative Big Data analysis in healthcare using adaptive federated learning aggregation by Rahul Haripriya, Nilay Khare, Manish Pandey, Sreemoyee Biswas

“…The findings underscore the potential of adaptive aggregation to enhance federated learning efficiency across heterogeneous datasets, enabling medical institutions to develop high-accuracy diagnostic models without direct access to patient data.…”
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Effects of Debittering Treatments on Some Secondary Metabolites’ Bioaccessibility, Fatty Acid, and Aroma Profiles of Semidried Gemlik Variety Black Olives by Senanur Durgut Malçok, Cüneyt Tunçkal, Azime Özkan Karabacak, Gülderen Coşgun, Mehmet Torun, Canan Ece Tamer

“…However, their natural bitterness caused by the presence of oleuropein makes them unpalatable in their raw form. Throughout history, various methods have been tried and developed to remove the bitterness of olives. …”
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Examination of the ethical positions of philosophy group teachers and their perception of metaphors related to the concept of ethics by Duygu Göktaş, Birsel Aybek

“…Qualitative data is dealt with together with metaphors and reasoning by means of content analysis. In the subsequent process, the qualitative and quantitative data sources were analyzed first separately and then jointly, and the analysis found that the demographic structure had no impact on ethical position levels, and that the sub-dimension of idealism was high on the ethical state levels of the participants compared to the relativistic sub-dimension. …”
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Plankton community in Penaeus vannamei nurseries with synbiotic system under different frequencies of adjustment on Ca:Mg:K ratio in low salinity water by Otávio Augusto Lacerda Ferreira Pimentel, Valdemir Queiroz de Oliveira, Rildo José Vasconcelos de Andrade, Carlos Yure Barbosa de Oliveira, Elizabeth Pereira dos Santos, Alitiene Moura Lemos Pereira, Luis Otavio Brito, Alfredo Olivera Gálvez

“…The use of the synbiotic system proved to be efficient in microbial loop development, providing the growth of a high load of microorganisms that can influence water quality and shrimp growth in low salinity water.…”
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Paradigms of the agricultural system in times of COVID-19 by Luis Edgar Blanco-Capia

“…Therefore, more resilient systems must be generated and risk management improved7,10, providing support to producers, so that they continue with the supply, considering biosecurity measures throughout the production chain4, from the generation of mate-rial premium to the consumer in fresh or processed products, in short, seek economic reactivation.…”
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BONE MARROW ASPIRATION: COST ANALYSIS OVER 12 YEARS IN BRAZIL by RC Venâncio, JISD Gomes, AEO Rego, JEB Silva, PRC Passos, JVC Goes, MFD Nascimento, GM Penha, CCV Costa, EBS Martins

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THE INFLUENCE OF ANTENATAL RISK FACTORS OF CARIES OF TEMPORARY TEETH IN CHILDREN WITH PATHOLOGY OF THE MUSCULOSKELETAL SYSTEM by E. V. Bezvushko, N. I. Bodnaruk

“…According to the data of Bidenko N.V. prevalence of caries of temporary teeth in Ukraine ranges from 9.05% to 95.3% at the intensity from 0.6 to 3.0 per tooth. The high indexes of prevalence of caries induce scientists to develop and search for new measures and facilities of prevention. …”
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Contextualising samples: supporting reference genomes of European biodiversity through sample and associated metadata collection by Astrid Böhne, Rosa Fernández, Jennifer A. Leonard, Ann M. McCartney, Seanna McTaggart, José Melo-Ferreira, Rita Monteiro, Rebekah A. Oomen, Olga Vinnere Pettersson, Torsten H. Struck

“…SSP serves as the entry point for sample providers to the ERGA genomic resource production infrastructure and guarantees that ERGA’s high-quality standards are upheld throughout sample collection and processing. …”
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Preventing Dysgraphia: Early Observation Protocols and a Technological Framework for Monitoring and Enhancing Graphomotor Skills by Silvia Ceccacci, Arianna Taddei, Noemi Del Bianco, Catia Giaconi, Dolors Forteza Forteza, Francisca Moreno-Tallón

“…Writing is first-order instrumental learning that develops throughout the life cycle, a complex process evolving from early childhood education. …”
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Modification of the Adjustment Disorder New Module20 (ADNM‐20) for Use in Military Environments (ADNM‐20‐MIL): A Delphi and Pilot Study by Jouhayna Bajjani‐Gebara, Dawnkimberly Hopkins, Joan Wasserman, Ryan Landoll, Margaux Keller

“…Active Duty Service Members (ADSMs) with AjD diagnoses. Results Throughout the Delphi process, military‐specific stressors were identified and integrated into the ADNM‐20‐MIL, then refined and validated, ensuring their applicability and relevance to the military context. …”
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The Evaluation of the Effectiveness of the Optimized Technique of Transcleral Diodlaser Cyclophotocoagulation in Patients with Unstable Glaucoma by I. E. Shvailikova, E. I. Belikova

“…The MCVA indicators remained stable throughout the entire follow-up period.Conclusion. Thus, the results of the conducted clinical study indicate that transcleral DCPC is an effective and safe technique with a high predicted result, since it compensates for the level of IOP, which allows to stabilize the progression of the glaucoma process. …”
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Dietary compounds activates sirtuins – a computational modeling approach towards the management of ageing by Nail Besli, Mazhar T. Kaya, Nilufer Ercin, Ulkan Celik

“…Using state-of-the-art in silico techniques, including high throughput virtual screening (HTVS) and molecular dynamics (MD) simulation, the study identifies natural compounds from various dietary sources for sirtuin proteins (SIRT 1, 3, 6, 7) related to the cellular process in aging. …”
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TRENDS AND MAIN WAYS OF UPGRADING EUROPEAN EDUCATION by Zabiiaka Iryna

“…In the modern socio-economic context of the development of educational systems, the processes of globalization and internationalization play an important role, which determine the reformation of higher education. …”
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Effect of Thyroid Hormones and Trace Elements (Zn, Mg) on Obesity by Shaimaa Essa Ahmed, Firas Taher Maher, Nazar Ahmed Naji

“…Thyroid hormones have profound effect on many physiological processes, such as development, growth in children and metabolism. …”
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Numerical Simulation of the Impact of Oxygen Enrichment Technology on Fuel Combustion and CO Emissions During Sintering by Zhen LI, Zhengjian LIU, Jianliang ZHANG, Yaozu WANG

“…Against the backdrop of China′s "Dual Carbon", CO emission reduction technologies are crucial in the sintering process. We employed Computational Fluid Dynamics (CFD) to develop separate models for the combustion of fuel particles and for sintering machines. …”
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Design of netted muskmelon digital twin growth model based on HMM+LSTM algorithm by LU Peng, LIU Mingtang, WU Shanshan, LI Bin, LI Shihao, WANG Changchun, YANG Yangrui, JIANG Enhui

“…An IoT-based monitoring network was employed to collect real-time data on environmental parameters and growth status throughout the cultivation process. The digital twin model was developed using 3ds Max for 3D modeling and Unity 3D for visualization, while the growth prediction model was built by integrating Hidden Markov Model (HMM) and Long Short-Term Memory (LSTM) algorithms. …”
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Construction and functional identification of overexpression vector of the peach PpCLH1 gene by LIU Xin, ZHANG Xiaoyu, MENG Junren, LI Ang, DUAN Wenyi, SUN Shihang, PAN Lei, ZENG Wenfang, WANG Zhiqiang, NIU Liang

“…These findings would provide new insights into the degradation of chlorophyll in peach skin throughout the entire fruit development process. Furthermore, they would offer valuable references for exploring the molecular mechanisms of chlorophyll degradation during peach fruit development.…”
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A Literature Review on Artificial Intelligence in Dermatological Diagnosis and Tissue Microscopy by Paul-Vasile Vezeteu, Andrei-Daniel Andronescu, Dumitru-Iulian Nastac

“…The analysis also addresses practical challenges, such as image quality, computational constraints, and data privacy. Throughout the review, emerging trends and future directions are identified, such as AI-integration as an assisting technology, and microscopy as a facilitator for intelligent system development in global healthcare. …”
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Design and Optimisation of a Time-Controlled Feeding Machine for Shrimp Farming by Muangpool Thanin, Wasuri Boonthong, Kuankid Sanya

“…The machine‘s mobility further ensures even feed dispersion throughout the pond, addressing the limitations of stationary feeders. …”
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Analysis of Benefits and Barriers Factors in the Implementation of Building Information Modeling (BIM) in Building Construction for Contractor by Egi Gustian, Roi Milyardi, Cindrawaty Lesmana

“…All technologies, particularly BIM, will advance and redevelop throughout this Covid-19 epidemic. BIM has benefits and barriers to implementation that increase with its development and sophistication, particularly for contractors. …”
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