Token Mixing for Breast Cancer Diagnosis: Pre-Trained MLP-Mixer Models on Mammograms by Hosameldin O. A. Ahmed, Asoke K. Nandi

“…However, CNNs rely on localised feature extraction, limiting their ability to capture long-range dependencies essential for robust classification. …”
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Personalized Virtual Reality Human-Computer Interaction for Psychiatric and Neurological Illnesses: A Dynamically Adaptive Virtual Reality Environment That Changes According to Rea... by Iakovos Kritikos, Georgios Alevizopoulos, Dimitris Koutsouris

“…Thus, such a system can increase the efficiency of VR stimulations for the treatment of central nervous system dysfunctions, as it provides numerically more controlled sessions without unexpected variations.…”
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Intersections of Big Data and IoT in Academic Publications: A Topic Modeling Approach by Diana-Andreea Căuniac, Andreea-Alexandra Cîrnaru, Simona-Vasilica Oprea, Adela Bâra

“…As vast amounts of data are generated from various sources such as social media, sensors and online transactions, the analysis of Big Data offers organizations the ability to derive insights and make informed decisions. …”
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Physical function evaluation in volleyball training based on intelligent GRNN by Kaiyuan Dong, Borhannudin bin Abdullah, Hazizi bin Abu Saad, Chenxi Lu

“…Three heterogeneous kernel functions, namely Gaussian kernel, radial basis kernel, and Matern kernel, are introduced, and a local weighted response mechanism is constructed to enhance the expression ability of nonlinear physiological signals. Second, a dynamic adjustment mechanism for smoothing factors based on local gradient perturbation is proposed, enabling the model to have response compression capability in high-fluctuation samples. …”
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Novel Digital Twin Deployment Approaches: Local and Distributed Digital Twin by Shahid Rauf, Fazal Muhammad, Akhtar Badshah, Hisham Alasmary, Muhammad Waqas, Sheng Chen

“…A DT is a virtual representation of a physical entity, thus having the ability to simulate real data generated at physical space to optimize, estimate, control, monitor and forecast states/configurations. …”
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Development and Validation of Digital Twin Behavioural Model for Virtual Commissioning of Cyber-Physical System by Roman Ruzarovsky, Tibor Horak, Roman Zelník, Richard Skypala, Martin Csekei, Ján Šido, Eduard Nemlaha, Michal Kopcek

“…This research provides practical insights into creating robust digital twin models, improving the flexibility, efficiency, and quality of manufacturing system design. …”
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Study on the influence of 7-β-hydroxy-γ-aryloxypropylxanthinyl-8-thioalkanic acid derivatives on the lipid metabolism in experiment by I. M. Bilai, M. I. Romanenko, D. H. Ivanchenko

“…The prospect of further research is a more detailed study on the ability of xanthine derivatives to exhibit hypolipidemic effects and to influence oxidative stress in various hyperlipidemic models.…”
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Unlocking the InSAR potential for managing underground gas storage in salt caverns by Gabriele Fibbi, Roberto Montalti, Matteo Del Soldato, Stefano Cespa, Alessandro Ferretti, Riccardo Fanti

“…This approach can support robust management practices that prioritise safety and operational efficiency.…”
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Balancing Privacy and Utility in Split Learning: An Adversarial Channel Pruning-Based Approach by Afnan Alhindi, Saad Al-Ahmadi, Mohamed Maher Ben Ismail

“…The experiments demonstrated the superior defense ability, against data reconstruction attacks, of the proposed approach in comparison with relevant state-of-the-art approaches. …”
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Perspectives of Ag(10%):InP/ZnS MPA nanoparticles application in the treatment of yeast keratomycosis by V.O. Ponomarev, V.N. Kazaikin, S.V. Dezhurov, V.L. Timofeev

“…The limited arsenal of drugs and the low efficiency of surgical treatment often leads to extremely low anatomical and functional results. …”
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FSID: a novel approach to human activity recognition using few-shot weight imprinting by Mohammad Belal, Taimur Hassan, Abdelfatah Hassan, Divya Velayudhan, Noureldin Elhendawi, Ahmad Aljarah, Irfan Hussain

“…Spectrograms were selected due to their superior performance and computational efficiency compared to alternative time-frequency representations like scalograms. …”
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A portable soil surface roughness instrument for automatic two-dimensional profile roughness measurement in the field by Gang Sun, Xiu Wang, Shuai Gao, Jinmei Pan, Qinhuo Liu, Wenjiang Huang

“…Field experiments validated its ability to compute roughness parameters (RMS height, correlation length) critical for microwave remote sensing and soil erosion modeling. …”
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Web-Quest as a Means of Developing Flexible Skills of Future Lecturers in a Higher Educational Institution by N. N. Kolosova

“…Today, a modern lecturer requires not only basic psychological and pedagogical knowledge and skills, but also communication skills, responsibility, the ability to work in a team, resolve conflicts, and think critically and other flexible skills responsible for efficiency and high productivity, contributing to professional development and self-realization. …”
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Tailored Extracellular Vesicles from Dental Stem Cells: Advances in Specific Modifications for Enhanced Therapeutic Applications by Liu X, Li Z, Fu J, Wang R, He J, Yao J, Ye Q, He Y

“…Furthermore, the influence of these engineering methods on the yield of EVs is thoroughly examined, offering critical perspectives for improving large-scale manufacturing efficiency. Pretreatment-generated conditioned dental stem cells-derived EVs are also explored as an innovative approach, demonstrating superior biological functions and regenerative potential. …”
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Nurses’ Perceptions on the Usability of Electronic Health Records: A Scoping Review by Sarah Jane Moore, Anna Garnett, Kelly Mason, Eunice Onigbinde, Halyna Yurkiv

“… Introduction: Electronic health records (EHRs) are designed to enhance the efficiency and quality of nursing workflows and documentation. …”
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Comprehensive evaluation of 5-imino-1,2,4-dithiazolidine-3-thione as a corrosion inhibitor for mild steel in hydrochloric acid solution by Ahmed A. Alamiery

“…Mulliken charge analysis identified sulfur and nitrogen atoms as active adsorption sites, reinforcing IDTT’s ability to form a stable protective layer on mild steel. …”
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YOLO-WTB: Improved YOLOv12n Model for Detecting Small Damage of Wind Turbine Blades From Aerial Imagery by Phat T. Nguyen, Duy C. Huynh, Loc D. Ho, Matthew W. Dunnigan

“…The proposed model not only optimizes wind turbine maintenance efficiency but also contributes to advancements in the field of computer vision.…”
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Reduced gas diffusion resistance via modification of negatrode morphology for steam/CO2 co-electrolysis SOEC by Hirofumi Sumi, Mizuki Momai, Yohei Tanaka, Toshiaki Matsui

“…Solid oxide electrolysis cells (SOECs) exhibit remarkable efficiency in the production of syngas, a mixture of hydrogen and carbon monoxide, owing to their ability to electrolyze steam and carbon dioxide simultaneously. …”
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A systematic review and meta-analysis of acoustic stimulation in the treatment of insomnia by Mengchen Wang, Shuai Fan, Zixu Wang, Jixiang Ren

“…Acoustic stimulation, a promising non-pharmacological treatment, has gained significant attention due to its ability to improve sleep quality without the adverse effects of drugs. …”
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Combining AFP, PIVKA-II, and GP73 has diagnostic utility for hepatitis B-associated hepatocellular carcinoma and is consistent with liver pathology results by Hu Rui, Ni Yueqin, Wang Wei, Li Bangtao, Xiao Li

“…The triple combination of AFP, PIVKA-II, and GP73 in the CHB group and the combination of AFP and PIVKA-II in both the Child‒Pugh A and Child‒Pugh B&C cirrhosis groups had excellent diagnostic accuracy for HCC, consistent with liver pathology, and were superior to the diagnostic ability of individual biomarkers.…”
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