Sexual Health Advocacy for Guys (SHAG): a randomized trial of the impact of a text-messaging program on HIV incidence and STI testing among a national sample of sexual minority cis... by M. L. Ybarra, D. J. Feaster, R. Garofalo, S. Bull

“…Findings will inform the scalability of text messaging programs for sexual health promotion and at-home STI testing, and will demonstrate impacts of a behavioral health intervention on HIV incidence. …”
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Integration of wireless power transfer and low power wide area networks in IoT applications—A review by Molefi J. Makhetha, Elisha D. Markus, Adnan M. Abu-Mahfouz

“…Also, comparison analysis is performed to highlight the superiority of wireless sensors/power transfer, in terms of cost, reliability, environmental impact and scalability Essentially, it is necessary to realise the potential of these two techniques (WPT and LPWAN), as their integration can advance various fields like structural health monitoring (SHM), precision agriculture, healthcare, and environmental monitoring.…”
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Personal Identification Using Embedded Raspberry Pi-Based Face Recognition Systems by Sebastian Pecolt, Andrzej Błażejewski, Tomasz Królikowski, Igor Maciejewski, Kacper Gierula, Sebastian Glowinski

“…It is shown that the system’s accuracy and scalability can be enhanced through testing with larger databases, hardware upgrades like higher-resolution cameras, and advanced deep learning algorithms to address challenges such as extreme facial angles. …”
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A Cross-Layer FL-Based Clustering Protocol to Support Multicast Routing in IoT-Enabled MANETs With CF-mMIMO by Amalia Amalia, Yushintia Pramitarini, Ridho Hendra Yoga Perdana, Kyusung Shim, Beongku An

“…The simulation results show that the proposed CFLC protocol outperforms the benchmark protocols in terms of connectivity, scalability, and control overhead. Additionally, the results indicate that the CFLC protocol performs particularly well when using the reference point group mobility (RPGM) model, highlighting its advantage over the random waypoint (RWP) mobility model in maintaining network stability and connectivity.…”
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Charge-on-the-move solutions for future mobility: A review of current and future prospects by Mohd Aiman Khan, Wilco Burghout, Oded Cats, Erik Jenelius, Matej Cebecauer

“…The study critically evaluates state-of-the-art dynamic charging technologies, including their benefits, limitations, and applicability to future mobility systems, while also comparing these solutions based on infrastructure costs, readiness, and scalability. The findings suggest that the future of EV charging will likely involve a hybrid approach, integrating both conventional and dynamic solutions. …”
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Temporal Convolutional Network Approach to Secure Open Charge Point Protocol (OCPP) in Electric Vehicle Charging by Ikram Benfarhat, Vik Tor Goh, Chun Lim Siow, Muhammad Sheraz, Teong Chee Chuah

“…However, these models often struggle to effectively handle the temporal dependencies, complexity, and scalability required for real-time threat detection. …”
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Phytomedicine nanoformulations for Parkinson's disease by Chinthu V. Saji, K P Mohanakumar, Rajesh A Shenoi

“…However, challenges such as scalability, regulatory compliance, and concerns over long term safety of these nanoformulations have to be considered for them to be clinically viable. …”
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Purification of mesenchymal stromal cell‐derived small extracellular vesicles using ultrafiltration by Rui Lei, Shuai Ren, Hua Ye, Zhanfeng Cui

“…Ultrafiltration, a pressure‐driven membrane separation method, is well known as an efficient, scalable, and cost‐effective approach for bioseparation. …”
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Enhancing privacy and traceability of public health insurance claim system using blockchain technology by Andry Alamsyah, I. Putu Sadhu Setiawan

“…Future work will focus on scalability, regulatory compliance, and integration with existing healthcare IT infrastructures to fully realize the benefits of blockchain in national health insurance programs.…”
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Integrated transmission expansion planning incorporating fault current limiting devices and thyristor-controlled series compensation using meta-heuristic optimization techniques by Abdulaziz Almalaq, Khalid Alqunun, Rabeh Abbassi, Ziad M. Ali, Mohamed M. Refaat, Shady H. E. Abdel Aleem

“…Factors such as convergence speed, solution quality, and scalability are considered in evaluating the algorithms’ performance. …”
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Optimization of the Offshore Wind Turbines Layout Using Cuckoo Search Algorithm by Ibrahim Abdulwahab, Solomon Andrew Onazi, Gideon Rimamfate, Akande Abdulwasiu, Abubakar Umar, N.A Iliyasu

“…One way to address this challenge is through wind turbine arrangements and their scalability. Developing effective means of optimizing wind farm configurations is a major concern for energy communities. …”
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A Deep Learning-Based Approach for the Detection of Various Internet of Things Intrusion Attacks Through Optical Networks by Nouman Imtiaz, Abdul Wahid, Syed Zain Ul Abideen, Mian Muhammad Kamal, Nabila Sehito, Salahuddin Khan, Bal S. Virdee, Lida Kouhalvandi, Mohammad Alibakhshikenari

“…Current Intrusion Detection Systems (IDSs) often fail to provide real-time detection, scalability, and interpretability, particularly in high-speed optical network environments. …”
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Synergistic effect of artificial intelligence and new real-time disassembly sensors: Overcoming limitations and expanding application scope by Bozhou Li, Dajiang Ju, Xingwang Li, Yan Liu, Hongru He, Hao Wang

“…Finally, the optimized GRU model can be applied to predict the fault types of generators, and based on this, it can be applied to the energy industry, agriculture, medical and health, and transportation industries to verify the application scalability of artificial intelligence and new real-time disassembly sensors. …”
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Islet organoids: a new hope for islet transplantation in diabetes by Xuemei Yu, Chengkong Liu, Zheng Kuang, Siyuan Song, Limin Tian, Yi Wang, Yi Wang

“…Procr+ cells exhibit multipotency and potential for in vivo activation, offering a scalable and non-invasive strategy for β-cell regeneration. …”
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Harnessing Internet Search Data as a Potential Tool for Medical Diagnosis: Literature Review by Gregory J Downing, Lucas M Tramontozzi, Jackson Garcia, Emma Villanueva

“…However, challenges like privacy, bias, and scalability remain critical to its widespread adoption. …”
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Graph representation federated learning for malware detection in Internet of health things by Mohamed Amjath, Shagufta Henna, Upaka Rathnayake

“…Although centralized Graph Convolutional Networks (GCN) and Graph Attention Networks (GAT) are effective in modeling complex interactions for malware detection, their dependence on centralized data introduces privacy and scalability issues. This research proposes a graph-based Federated Learning (FL) learning approach, which enables collaborative training across distributed IoHT devices while preserving data confidentiality. …”
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Study on Intelligent Classing of Public Welfare Forestland in Kunyu City by Meng Sha, Hua Yang, Jianwei Wu, Jianning Qi

“…Manual forestland classification methods, which rely on predetermined scoring criteria and subjective interpretation, are commonly used but suffer from limitations such as high labor costs, complexity, and lack of scalability. This study proposes an innovative machine learning-based approach to forestland classification, utilizing a Support Vector Machine (SVM) model to automate the classification process and enhance both efficiency and accuracy. …”
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The effect of combined thermal and sonication treatment on shelf life extension and quality retention of banana by Mahfujul Alam, Mir Meahadi Hasan, Mohammad Mainuddin Molla, Mrinal Kanti Debnath, Md Shakir Moazzem, Biddut Chandra Dey

“…Further refining of the imitations is recommended to optimize treatment conditions, which might evaluate the efficiency of HW+US on other perishable fruits and assess its scalability for commercial applications, hence contributing to waste reduction and enhanced marketability.…”
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A SOFTWARE SOLUTION FOR REAL-TIME COLLECTION AND PROCESSING OF MEDICAL DATA FOR EPILEPSY PATIENTS by Andrii Kopp, Iryna Liutenko, Viktor Yamburenko, Andrii Pashniev

“…Its architecture employs a thin-client model with Node.js for backend logic and React.js for the user interface, ensuring scalability and responsiveness. Key features include real-time data visualization, historical trend analysis, and the ability to export health metrics for further examination. …”
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Rooftop Photovoltaic for Residential Electricity Self-Sufficiency: Assessing Potential Benefits in Major Japanese Cities by Samuel Matthew G. Dumlao, Chuyue Yan, Seiichi Ogata

“…However, estimating the self-sufficiency potential of each city is challenging due to the trade-off between target accuracy and data availability, which limits the scalability of existing methods. This study aims to evaluate the potential of RTPV systems to enhance residential electricity self-sufficiency in major Japanese cities. …”
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