Balancing Privacy and Utility in Split Learning: An Adversarial Channel Pruning-Based Approach by Afnan Alhindi, Saad Al-Ahmadi, Mohamed Maher Ben Ismail

“…In summary, the obtained quantitative and qualitative results proved the efficiency of the proposed approach in balancing privacy and utility for typical split learning frameworks.…”
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Effectiveness of Mechanisms and Models of Coordination between Organizations, Agencies and Bodies Providing or Financing Health Services in Humanitarian Crises: A Systematic Review... by Elie A Akl, Fadi El-Jardali, Lama Bou Karroum, Jamale El-Eid, Hneine Brax, Chaza Akik, Mona Osman, Ghayda Hassan, Mira Itani, Aida Farha, Kevin Pottie, Sandy Oliver

“…<h4>Background</h4>Effective coordination between organizations, agencies and bodies providing or financing health services in humanitarian crises is required to ensure efficiency of services, avoid duplication, and improve equity. …”
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The necessity of the Black Sea region transport structure improvement by L.V. Nazarova

“…The complex of qualitative and quantitative parameters, that reflect the efficiency of supply chains are also developed by the author. …”
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Production of high-performance drilling fluid additive converting and valorization palm frond waste into a value-added derived Carboxymethyl Cellulose (CMC) by Amani Abdelgadir Mohammed, Ahmed Abdelaziz Ibrahim Elrayah

“…By bridging the gap between agricultural waste management and industrial material requirements, this work contributes to waste valorisation, enhanced resource efficiency, and the potential for reduced operational expenditures within the oil and gas sector, where the development of sustainable and cost-effective alternatives to conventional, potentially toxic and non-biodegradable drilling fluid additives is necessitated.…”
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FACTORS RELATED TO COMPUTER VISION SYNDROME (CVS) COMPLAINTS IN PROGRAMMERS DURING THE COVID-19 PANDEMIC by Marvita, Noeroel Widajati, Shafira Nurul Ramadhani, Vitria Wuri Handayani

“…The manifestation of symptoms may encompass ocular strain, cephalalgia, ocular pain, xerophthalmia, diplopia, and visual blurring, influencing occupational efficiency. Purpose: To analyze factors related to CVS complaints among programmers at an IT consulting company in Jakarta. …”
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Deep Learning Segmentation Techniques for Atherosclerotic Plaque on Ultrasound Imaging: A Systematic Review by Laura De Rosa, Serena L’Abbate, Eduarda Mota da Silva, Mauro Andretta, Elisabetta Bianchini, Vincenzo Gemignani, Claudia Kusmic, Francesco Faita

“…Deep learning (DL) techniques have recently gained attention as tools to improve the accuracy and efficiency of image analysis in this domain. This paper reviews recent advancements in DL-based methods for the segmentation, classification, and quantification of atherosclerotic plaques in US imaging, focusing on their performance, clinical relevance, and translational challenges. …”
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Aligning With the Goals of the Planetary Health Concept Regarding Ecological Sustainability and Digital Health: Scoping Review by Mathea Berger, Jan Peter Ehlers, Julia Nitsche

“…A substantial proportion of the studies (36/58, 62%) focused on social aspects, highlighting factors such as patient satisfaction, time efficiency, and overall convenience. In addition, economic considerations were analyzed in 48% (28/58) of the studies, emphasizing cost reductions and resource optimization. …”
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ASSESSMENT OF ENTRY LEVEL OF MARKETOLOGIST LEADERSHIP COMPETENCE FORMATION by Olena I. Kazakevych

“…Motivational criterion characterizes motives, needs, emotions and values of the practitioner that determines success and efficiency of future marketologist’s activity as a leader. …”
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Failure analysis in downshifting photoluminescence over upconversion studies in Ag NPs incorporated Eu3+/Yb3+:Y2O3 phosphor by Prasenjit P. Sukul, Hendrik C. Swart

“…These results of UC emission enhancement over DS of Ag-incorporations were explained using rate equation modeling and justified by plasmon cloud assisted mechanisms. A quantitative evaluation of the Ag+/Ag0 ratio in the Ag3d spectrum as a function of doping concentration reveals that at higher doping concentrations, metallic Ag0 becomes dominant, which correlates with the quenching efficiency and enhancement of nonradiative emission from the Eu3+ ion. …”
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Effect of Security Measures on Business Performance of Tourism Entrepreneurs in National Museum Lagos, Nigeria by Samuel Taiwo OLABOSINDE, Virginia KASSAH

“…The study concludes that while legal and regulatory measures can drive business performance, overdependence on physical security without corresponding efficiency may hinder outcomes. Implications of the research are relevant for policy-makers, tourism entrepreneurs, and security professionals, guiding them toward cost-effective and performance-enhancing security strategies. …”
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Refining the resolution of the yeast genotype–phenotype map using single-cell RNA-sequencing by Arnaud N'Guessan, Wen Yuan Tong, Hamed Heydari, Alex N Nguyen Ba

“…To overcome these challenges, we leveraged the cost efficiency and scalability of single-cell RNA sequencing (scRNA-seq) by collecting data from 18,233 yeast cells from 4489 F2 segregants derived from an F1 cross between the laboratory strain BY4741 and the vineyard strain RM11-1a. …”
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Genetic parameters, association of traits and selection of durum wheat genotypes (Triticum turgidum L. var. durum) advanced lines at Injibara, Northwestern Ethiopia by Birkneh Kuru, Ahadu Menzir, Mulusew Kassa

“…In contrast, PC showed moderate heritability and low genetic advance, suggesting limited selection efficiency for grain quality improvement. Additive gene effects predominantly influenced ETN, KPS, GY, and HI, making phenotypic selection effective for these traits. …”
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Role of health information technology in enhancing chronic disease management: a scoping review protocol by Szu-Han Wang, Yen-Liang Lee, Emily Chia-Yu Su, Chia-Hsuan Tsai

“…Health information technology (HIT) offers innovative solutions to improve disease management, patient outcomes and healthcare efficiency. However, the diverse applications and impacts of HIT in chronic disease management are not well understood. …”
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Epidemiological Informing of the Population in Cities: Models and Their Application by Vasiliy Osipov, Marina Osipova, Sergey Kuleshov, Alexandra Zaytseva, Aleksey Aksenov

“…The method is characterized by a new objective function that links economic efficiency with the state of health of the population in an epidemic. …”
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Machine Learning Modeling of Foam Concrete Performance: Predicting Mechanical Strength and Thermal Conductivity from Material Compositions by Leifa Li, Wangwen Sun, Askar Ayti, Wangping Chen, Zhuangzhuang Liu, Lauren Y. Gómez-Zamorano

“…This study investigates the quantitative relationship between material composition and the performance of foam concrete based on 170 validated experimental datasets extracted from the existing literature. …”
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A Study on the Exploration of the Development Process of Regenerative Applications of Energy Technologies in Industrial Warehouse Buildings: Bibliometric Research from 2004 to 2024 by Hongyu Chen, Difei Zhao, Jiayi Li, Lanxi Zhang, Ting Shen, Yinghao Yin

“…Five core research themes, including energy efficiency improvement and regeneration technology, renewable energy system design, life cycle sustainable technology, renewable energy utility assessment, and policy support and energy consumption simulation, were identified through cluster analysis. …”
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PREDICTION METHOD FOR ACUTE TRAUMATIC PANCREATITIS IN SHOCK-INDUCING POLYTRAUMA by M. F. Cherkasov, O. L. Degtyarev, A. B. Lageza, K. A. Demin

“…Mathematical processing of obtained quantitative characteristics determined the predictive score (PS) of every RF (PS RF). …”
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Main factors controlling stable production from gas-condensate reservoirs in block 2 of the Shunbei Oilfield, Tarim Basin by Shuyang Chen, Shengwen Mei, Cheng Huang, Wen Chen, Lei Zhang, Haojie Shang, Pengfei Xie

“…These insights contribute to improving the overall efficiency and sustainability of oil and gas field developments.…”
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Implementation of an advanced practice role for oxygen prescription by physiotherapists in pulmonary rehabilitation: an explanatory sequential mixed-method quality evaluation by Thomas F. Riegler, Thimo Marcin, Patrick Brun

“…A mixed-method approach for retrospective evaluation was used. Quantitative analysis included routine clinical data from oxygen prescriptions, titrations, and exercise capacity. …”
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Digital twins in logistics: a comprehensive bibliometric analysis for advancing smart cities and sustainable development by Andrii Galkin, Ganna Samchuk, Denys Kopytkov, Russell G. Thompson

“…Implications The findings provide strategic insights for managers and policymakers to guide the adoption of DTs for enhanced operational efficiency and sustainability. For academics, this study clarifies the current state of knowledge, highlights critical research gaps, such as the need for quantitative impact assessments and cross-sectoral studies, and proposes future research directions focused on developing integrated frameworks for digital sustainability governance in logistics.…”
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