On the Performance Analysis of UE-VBS-Based Wireless Communications: Network Outages, Resource Utilization, and Optimization by Iacovos I. Ioannou, Ala' Khalifeh, Prabagarane Nagaradjane, Christophoros Christophorou, Vasos Vassiliou, Orestis Neokleous, Andreas Pitsillides

“…Also, it empirically confirms UE-VBS computing’s superior performance, including mitigating coverage gaps coverage gaps are localized areas inside a nominally covered cell where received SINR falls below the outage threshold because of shadowing or cell-edge distance), optimizing network traffic, and reducing battery consumption compared to traditional networks/non-UE-VBS computing-supported networks. …”
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Extra-aural disorders in patients with acoustic trauma who were in the zone of the antiterrorist operation. by T. A. Shidlovs’ka, L. G. Petruk

“…Increased number of auditory system damage resulting from mine blast and other types of acoustic trauma, including those received in real combat conditions, makes the demand to provide quick and timely support to such patients. Also it is important to prevent the development of severe lesions and disability of acoustic analyzer. …”
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Intelligent Wireless Power Scheduling for Lunar Multienergy Systems: Deep Reinforcement Learning for Real-Time Adaptive Beam Steering and Vehicle-to-Grid Energy Optimization by Thomas Tongxin Li, Shuangqi Li, Cynthia Xin Ding, Zhaoyao Bao, Mohannad Alhazmi

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SVD-Krylov–Based Structure-Preserving Techniques for Approximation of a Class of Second-Order Index-1 Descriptor Systems by Mahtab Uddin, M. Monir Uddin, Md. Abdul Hakim Khan

“…This work is aimed at deriving a computationally efficient approach to approximate the second-order Index-1 descriptor systems without exploiting the fundamental structure of the systems, which ensures both the accuracy of the approximation and the feasibility of computation time. …”
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Evaluating the performance of herd-specific long short-term memory models to identify automated health alerts associated with a ketosis diagnosis in early-lactation cows by N. Taechachokevivat, B. Kou, T. Zhang, M.E. Montes, J.P. Boerman, J.S. Doucette, R.C. Neves

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Saliency Detection Using Sparse and Nonlinear Feature Representation by Shahzad Anwar, Qingjie Zhao, Muhammad Farhan Manzoor, Saqib Ishaq Khan

“…An important aspect of visual saliency detection is how features that form an input image are represented. A popular theory supports sparse feature representation, an image being represented with a basis dictionary having sparse weighting coefficient. …”
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Rotor dynamics of turbocompressor based on the finite element analysis and parameter identification approach by Verbovyi A., Khomenko V., Neamtu C., Pavlenko V., Simonovskiy V., Pavlenko I.

“…For this purpose, numerical implementation of the authors’ computer program “Critical frequencies of the rotor” was developed based on the computer algebra system MathCAD. …”
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Development of educational robotics: Problems and prospects by S. A. Zaytseva, V. V. Ivanov, V. S. Kiselev, A. F. Zubakov

“…The most significant problems of integrating educational robotics into school and additional education are highlighted: weak material base for organising classes; absence or low qualification of existing teachers; lack of a clear systemic plan for the implementation of robotics in the education of schoolchildren; lack of educational and methodological support. As strategies for the provision of education with teachers in educational robotics, the following are proposed: introduction into the practice of professional training of teachers in the higher education system of the profile “Educational Robotics”; implementation of professional retraining under the “Educational Robotics” programme for teachers of computer science, mathematics, technology, physics and primary education; attracting students –future teachers to receive additional education at the stage of study at the university in the framework of professional training “Pedagogy of Additional Education: Robotics”.Scientific novelty. …”
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LCAT: A Lightweight Color-Aware Transformer With Hierarchical Attention for Leaf Disease Classification in Precision Agriculture by Parkpoom Chaisiriprasert, Khachonkit Chuiad

“…Future work includes extending LCAT to support more crop species and plant diseases and integrating it into comprehensive decision support systems for precision agriculture.…”
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Chinese Massage (Tuina) Attenuates Knee Osteoarthritis by Modulating Autophagy-Related Cytokines: A Multidisciplinary Methodological Investigation by Wang Z, Zhao C, Li M, Zhang L, Diao J, Wu Y, Yang T, Shi M, Lei Y, Wang Y, Li M, Bian Y, Zhou Y, Xu H

“…Zhen Wang,1,* Chi Zhao,1,2,* Mengmeng Li,1,2,* Lili Zhang,1,* Jieyao Diao,1 Yiming Wu,2 Tao Yang,2 Mingwei Shi,2 Yang Lei,2 Yu Wang,3 Miaoxiu Li,4 Yanqin Bian,5 Yunfeng Zhou,1 Hui Xu1,2 1College of Acupuncture and Massage, Henan University of Chinese Medicine, Zhengzhou, People’s Republic of China; 2Acupuncture and Massage Department, The Third Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, People’s Republic of China; 3College of Computer Science, Xidian University, Xian, People’s Republic of China; 4College of Acupuncture and Massage, Shanghai University of Chinese Medicine, Shanghai, People’s Republic of China; 5Orthopaedic Research Laboratory, University of California, Davis, CA, USA*These authors contributed equally to this workCorrespondence: Hui Xu, Email 15036065036@163.comBackground: Tuina therapy has demonstrated its potential in modulating autophagy-related factors in knee osteoarthritis (KOA); however, its core therapeutic targets and specific mechanisms require systematic elucidation through interdisciplinary research.Objective: This study investigated the mechanism by which Tuina alleviates KOA progression using multidimensional approaches, including Mendelian randomization (MR), in vivo experiments, and machine learning.Methods: Genetic data from genome-wide association studies of 60 cytokines and KOA were analyzed using MR analysis to identify autophagy-related factors significantly associated with KOA. …”
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Lessons from the PROTECT-CH COVID-19 platform trial in care homes by Philip M Bath, Jonathan Ball, Matthew Boyd, Heather Gage, Matthew Glover, Maureen Godfrey, Bruce Guthrie, Jonathan Hewitt, Robert Howard, Thomas Jaki, Edmund Juszczak, Daniel Lasserson, Paul Leighton, Val Leyland, Wei Shen Lim, Pip Logan, Garry Meakin, Alan Montgomery, Reuben Ogollah, Peter Passmore, Philip Quinlan, Caroline Rick, Simon Royal, Susan D Shenkin, Clare Upton, Adam L Gordon

“…We designed the trial and all its computer and training systems and built a network of doctors, nurses and care homes to support the trial. …”
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Artificial Intelligence in Dermatology: A Review of Methods, Clinical Applications, and Perspectives by Agnieszka M. Zbrzezny, Tomasz Krzywicki

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Technocratic belief or civil society: reflections on the typological concepts of sociology by A. V. Shcherbina

“…The comparative historical method, structural-functional analysis, and typological approach are applied in the present work.Results. …”
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Protocol for a double-blind crossover randomised controlled trial to investigate inhalation challenge to assess inducible laryngeal obstruction: CH-ILO by Jemma Haines, Maria G. Belvisi, Eric C. Dubuis, Rachel J. Dockry, Kimberley J. Holt, James H. Hull, Janelle Yorke, Stephen J. Fowler, Jaclyn Ann Smith

“…Log10 concentration of CA evoking ILO will be compared between patient groups using a one-way ANOVA, comparing participants with ILO and participants with RCC to healthy controls. …”
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Construction of a Dataset for All Expressed Transcripts for Alzheimer’s Disease Research by Zhenyu Huang, Bocheng Shi, Xuechen Mu, Siyu Qiao, Gangyi Xiao, Yan Wang, Ying Xu

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Bio-orthogonally double cross-linked alginate-gelatin hydrogels with tunable viscoelasticity for cardiac tissue engineering by Daniele Testore, Alice Zoso, Camilla Paoletti, Sara Groppo, Elena Marcello, Valeria Chiono

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Enhanced Feature Selectivity in MobileNetV2 for Skin Cancer Detection through Scaled Dot-Product Attention by Omar Gasmann, Nazmul Shahadat

“…Future research will focus on further optimizing the model’s architecture by incorporating additional MobileNet V3 features, expanding testing on diverse datasets, and exploring alternative attention mechanisms. This work supports the development of mobile-accessible, AI-driven diagnostic tools, contributing to early skin cancer detection and potentially improving public health outcomes. …”
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Harnessing contactless monitoring technology for sows and piglets within farrowing pens: A critical review by Zheng He, Mahejabeen Hossain Nidhi, Zhaojin Guo, Li Lyu, Chuanyi Guo, Junhui Hou, Xiaoshuai Wang, Kai Liu

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Machine learning enhanced ultra-high vacuum system for predicting field emission performance in graphene reinforced aluminium based metal matrix composites by Sunil Kumar Pradhan, Subhayu Kabiraj, Shivin Kumar Gupta, Abhishek Singh, Padmakar G. Chavan, Shubham S. Patil, Trilok Nath Pandey

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Glaucoma Home Monitoring Using Online Circular Contrast Perimetry Over 6 Months: Performance and Patient Attitudes in the Developing World Setting by Hoang TT, Mai TQ, Pham DT, Nguyen XT, Nguyen DA, Vu DT, Hoang HT, Skalicky SE

“…Tung Thanh Hoang,1– 3,* Tung Quoc Mai,1,* Dung Thi Pham,1 Xuan Thi Nguyen,1 Duc-Anh Nguyen,1 Diu Thi Vu,1 Hien Thi Hoang,1 Simon Edward Skalicky4,5 1Ophthalmology Department, Hanoi Medical University, Hanoi, Vietnam; 2Ophthalmology Unit, Hanoi Medical University Hospital, Hanoi, Vietnam; 3Save Sight Institute, The University of Sydney, Sydney, NSW, Australia; 4Department of Surgery, The University of Melbourne, Melbourne, VIC, Australia; 5Glaucoma Investigation and Research Unit, the Royal Victorian Eye and Ear Hospital, Melbourne, VIC, Australia*These authors contributed equally to this workCorrespondence: Tung Thanh Hoang, Ophthalmology Department, Hanoi Medical University, No. 1 Ton That Tung str, Dong Da distr, Hanoi, 11518, Vietnam, Email tung.hoang@sydney.edu.auPurpose: Online circular contrast perimetry (OCCP) provides perimetry on any computer or tablet without additional hardware. …”
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