Community health worker and caregiver experiences and perceptions of a multimodal handheld pulse oximeter used in sick child consultations in rural Burundi: A qualitative evaluatio... by Sarah Bauler, Leocadie Nivyindika, Titus Kirwa, Vital Habonimana, Dionis Nizigiyimana, Miles A Kirby, Asrat Tolossa

“…While CHWs and caregivers highly valued the oximeters during sick child visits, the devices may be better utilized and scalable at the health facility level.…”
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AFF-LightNet: A Lightweight Ship Detection Architecture Based on Attentional Feature Fusion by Yingxiu Yuan, Xiaoyan Yu, Xianwei Rong, Xiaozhou Wang

“…Moreover, a lightweight convolution GhostConv was introduced into the head network to reduce the number of parameters and computation cost. Last, Scalable Intersection over Union (SIOU) loss was leveraged to improve the convergence speed of the model. …”
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Monitoring Environmental and Structural Parameters in Historical Masonry Buildings Using IoT LoRaWAN-Based Wireless Sensors by Noëlla Dolińska, Gabriela Wojciechowska, Łukasz Bednarz

“…The use of LoRaWAN sensors provided real-time, remote monitoring capabilities, offering a cost-effective and scalable solution for preserving historical buildings. …”
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Fractional hitting sets for efficient multiset sketching by Timothé Rouzé, Igor Martayan, Camille Marchet, Antoine Limasset

“…However, fixed-size sketches encounter difficulties when applied to divergent datasets. Scalable sketching methods, such as sourmash, provide valuable solutions but still lack resource-efficient, tailored indexing. …”
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Ashwagandha: Optimizing the Extraction and Electrospun Nanofiber Production by Maciej Jaskólski, Magdalena Paczkowska-Walendowska, Andrzej Miklaszewski, Judyta Cielecka-Piontek

“…The developed nanofibers offer promising applications in pharmaceuticals, cosmetics, and functional foods, paving the way for a scalable and efficient utilization of Ashwagandha bioactives.…”
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A Framework for Resilient Community Microgrids: Review of Operational Strategies and Performance Metrics by Joy Dalmacio Billanes, Bo Nørregaard Jørgensen, Zheng Ma

“…Future research should validate the proposed framework through empirical studies and explore scalable, cost-effective solutions to enable widespread adoption.…”
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Multimodal approach to public health interventions using EGG and mobile health technologies by Xiao Zhang, Han Liu, Mingyang Sun, Shuangyi Feng

“…Through a multi-scale fusion layer, PH-CLIP enhances interpretability and robustness in EEG embeddings, thereby supporting more accurate and scalable interventions across diverse public health applications.Results and discussionExperimental results indicate that PH-CLIP achieves significant improvements in EEG classification accuracy and mental health prediction efficiency compared to leading EEG analysis models. …”
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MoS₂–Plasmonic Hybrid Platforms: Next-Generation Tools for Biological Applications by Nayra A. M. Moussa, Seungah Lee, Seong Ho Kang

“…Despite the promising advancements of MoS₂–plasmonic hybrids, translating these platforms into clinical practice requires overcoming considerable challenges, such as synthesis reproducibility, toxicity, stability in physiological conditions, targeted delivery, and scalable manufacturing. Addressing these challenges is essential for realizing their potential as next-generation tools in diagnostics and targeted therapies.…”
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Automatic Scaling Mechanism of Intermodal EDI System under Green Cloud Computing by Qiang Huang, Lin Sun, Furong Jia, Jiaxin Yuan, Yao Wu, Jinshan Pan

“…Therefore, a decentralized, scalable, distributed and efficient data exchange system is formed. …”
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Deep Interest-Shifting Network with Meta-Embeddings for Fresh Item Recommendation by Zhao Li, Haobo Wang, Donghui Ding, Shichang Hu, Zhen Zhang, Weiwei Liu, Jianliang Gao, Zhiqiang Zhang, Ji Zhang

“…Empirical results clearly verify the effectiveness of the proposed techniques, which are arguably promising and scalable in real-world applications.…”
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DeepSeek vs. ChatGPT: Comparative Efficacy in Reasoning for Adults’ Second Language Acquisition Analysis by Mohammad Mahyoob Albuhairy, Jeehaan Algaraady

“…This research pushes the integration of AI into language instruction for scalable solutions for adult L2 learners while pointing at improvements needed in the models.…”
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Optical Fresnel zone plate flat lenses made entirely of colored photoresist through an i-line stepper by Ryohei Yamada, Hiroyuki Kishida, Tomohiro Takami, Itti Rittaporn, Mizuho Matoba, Haruyuki Sakurai, Kuniaki Konishi

“…Our method is a cost-effective, simple, and scalable solution for mass production of planar lenses and other optical components operating in the visible region. …”
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Hybrid optimization of EDLP and high-low pricing strategies by Hamed Karimi

“…By providing actionable insights and strategic recommendations, this research offers a practical, scalable solution for optimizing retail pricing strategies in a data-driven and competitive environment, ultimately supporting retailers in their quest to dominate the market.…”
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TEICHI and the Tools Paradox by Sebastian Pape, Christof Schöch, Lutz Wegner

“…Therefore, we compare the TEICHI framework specifically to the Versioning Machine (VM) and the Scalable Architecture for Digital Editions (SADE). …”
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Modifying non-coding regions of linear DNA vaccines to explore the interplay of expression and inflammation in immunogenicity by David C. Stirling, Maria de Miguel Ferrer, Sungwon Kim, Madina Wane, Daniel Kysh, Lisa J. Caproni, John S. Tregoning

“…Here, we explore the effect of altering non-coding 5’ regions, on the immunogenicity of a closed linear DNA platform, Doggybone™ DNA (dbDNATM), produced by a rapid and scalable cell-free method. Using a mouse model, we found that enhancer sequences and DNA targeting sequences (DTS) increased influenza virus hemagglutinin (HA) expression and improved immune responses. …”
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Utilizing MRAMs With Low Resistance and Limited Dynamic Range for Efficient MAC Accelerator by Sateesh, Kaustubh Chakarwar, Shubham Sahay

“…For proof-of-concept demonstration, we exploit an MLC MRAM based on c-MTJ for realizing a highly scalable 2-FinFET-1-MRAM supercell with large dynamic range, low supercell currents and high endurance. …”
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Integration of silver nanostructures in wireless sensor networks for enhanced biochemical sensing by M. Sahaya Sheela, S. Kumarganesh, Binay Kumar Pandey, Mesfin Esayas Lelisho

“…These outcomes confirm that higher synthesis temperatures and precise shape control contribute to larger, more stable nanostructures.The enhanced stability and responsiveness underscore the potential of noble metal nanostructures for scalable and durable sensor applications, offering a significant advancement over current methods.…”
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Scintillator based nuclear photovoltaic batteries for power generation at microwatts level by Ibrahim Oksuz, Sabin Neupane, Yanfa Yan, Lei R. Cao

“…The experiment presents a scalable option to reach to higher power outputs by harvesting gamma radiation fields in many cases where high radiation field demands heavy shielding and is often regarded as unwanted waste.…”
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A Data-Driven Approach to Improve Cocoa Crop Establishment in Colombia: Insights and Agricultural Practice Recommendations from an Ensemble Machine Learning Model by Leonardo Talero-Sarmiento, Sebastian Roa-Prada, Luz Caicedo-Chacon, Oscar Gavanzo-Cardenas

“…The use of an assembled model, combining clustering with targeted machine learning for each cluster, offers a more precise and scalable understanding of cocoa establishment under diverse conditions. …”
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An Exploratory Investigation of Chatbot Applications in Anxiety Management: A Focus on Personalized Interventions by Alexia Manole, Răzvan Cârciumaru, Rodica Brînzaș, Felicia Manole

“…In conclusion, AI chatbots represent a promising adjunct in treating anxiety disorders, offering scalable interventions that can complement traditional mental health services. …”
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