Home intravenous diuretic administration for heart failure management: A scoping review. by Morgan B Krauter, Katherine S McGilton, Stuti S Patel, Karen Harkness, Tracey J F Colella

“…Despite the lack of formal evidence-based guidelines, the findings also suggest that tailored, community-specific approaches and safe infusion guidance documents could enhance the efficacy and scalability of home IV diuretic therapy. Future research should focus on refining these strategies and exploring diuretic escalation methods beyond traditional acute care administration to optimize patient outcomes.…”
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Deep Learning-Based Dynamic Stable Cluster Head Selection in VANET by Muhammad Asim Saleem, Zhou Shijie, Muhammad Umer Sarwar, Tanveer Ahmad, Amarah Maqbool, Casper Shikali Shivachi, Maham Tariq

“…The cluster head (CH) stability plays a prominent role in robustness and scalability in the network. The stable CH ensures minimum intra- and intercluster communication, thereby reducing the overhead. …”
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Life Cycle Assessment of Methanol Production from Municipal Solid Waste: Environmental Comparison with Landfilling and Incineration by Cristiano Queiroz Cerqueira, Electo Eduardo Silva Lora, Lidiane La Picirelli de Souza, Márcio Montagnana Vicente Leme, Regina Mambeli Barros, Osvaldo José Venturini

“…While the technology is still in its developmental stages, this research highlights the need for further advancements and policy support to enhance feasibility and scalability. By providing a comparative environmental analysis, this study contributes to identifying innovative pathways for addressing pressing waste management and energy sustainability challenges.…”
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Enhancing Power Grid Reliability With Machine Learning and Auxiliary Classifier Generative Adversarial Networks: A Study on Fault Detection Using the Georgia Electric System Load D... by Hafeez Ur Rehman Siddiqui, Robert Brown, Adil Ali Saleem, Muhammad Amjad Raza, Sandra Dudley

“…The methodologies demonstrated scalability by using a dataset augmented to 9,000 samples and validated robustness through 10-fold cross-validation with a standard deviation of 0.00659. …”
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APPLICATION OF OPTICAL CHARACTER RECOGNITION AND MACHINE LEARNING TECHNOLOGIES TO CREATE AN INFORMATION SYSTEM FOR AUTOMATIC VERIFICATION OF OFFLINE TESTING by Vadym Ziuziun, Nikita Petrenko

“…This project offers broad potential for further development, including integration with other educational platforms, enhancements in recognition technology, and system scalability.…”
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Liposomal Formulations: A Recent Update by Surendra S. Agrawal, Vrinda Baliga, Vaishali Y. Londhe

“…The transfer of these innovative liposomal formulations from lab to clinical practice involves key difficulties such scalability, manufacturing difficulty, and regulatory limits.…”
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Local Binary and Multiclass SVMs Trained on a Quantum Annealer by Enrico Zardini, Amer Delilbasic, Enrico Blanzieri, Gabriele Cavallaro, Davide Pastorello

“…The results have shown the effectiveness and scalability of the proposed approach, but also its practical applicability in a real-world large-scale scenario.…”
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Using Blockchain in the Registration and Authentication of a Carpooling Application: From Review to Proposal by Lina Sofía Cardona Martínez, Cesar Andrés Sandoval Muñoz, Ricardo Salazar-Cabrera, Álvaro Pachón de la Cruz, Juan Manuel Madrid Molina

“…The registration and authentication module developed in this work allows increased security, scalability, and user adoption for any type of application, e.g., carpooling.…”
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Multi-UAV Task Assignment in Dynamic Environments: Current Trends and Future Directions by Shahad Alqefari, Mohamed El Bachir Menai

“…It also introduces a comparative framework to evaluate algorithms based on metrics such as responsiveness, robustness, and scalability in handling real-world dynamic conditions. …”
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Hybrid-Hierarchical Synchronization for Resilient Large-Scale SDN Architectures by Alessandro Pacini, Davide Scano, Andrea Sgambelluri, Luca Valcarenghi, Alessio Giorgetti

“…Interest in hierarchical Software-Defined Networking (SDN) controllers is growing recently due to their ability to address the challenges associated with the SDN paradigm, such as responsiveness and scalability. This design enables efficient domain control separation, which uses different child instances to manage large-scale networks. …”
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Expert projections on the development and application of bioenergy with carbon capture and storage technologies by Tobias Heimann, Lara-Sophie Wähling, Tomke Honkomp, Ruth Delzeit, Alessandra Pirrone, Franziska Schier, Holger Weimar

“…To obtain more precise estimates, a global online expert survey ( N = 32) was conducted including questions on the regional development potential and biomass use of BECCS, as well as the future operating costs, capture potential, and scalability in different application sectors. In general, the experts consider the implementation of BECCS in Europe and North America to be very promising and regard BECCS application in the liquid biofuel industry and thermal power generation as very likely. …”
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Recommender Systems for Unified Modeling Language and Vice Versa—A Systematic Literature Review by Elaheh Azadi Marand, Amir Sheikhahmadi, Moharram Challenger, Parham Moradi, Alireza Khalilipour

“…The analysis revealed that the following challenges were identified: 19 studies dealt with the cold start problem, 20 studies with sparsity issues, 11 studies with scalability concerns, 3 studies with diversity challenges, and 12 studies with other types of challenges.…”
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Non‐Volatile Resistive Switching in Nanoscaled Elemental Tellurium by Vapor Transport Deposition on Gold by Sara Ghomi, Christian Martella, Yoonseok Lee, Penny Hui‐Ping Chang, Paolo Targa, Andrea Serafini, Davide Codegoni, Chiara Massetti, Sepideh Gharedaghi, Alessio Lamperti, Carlo Grazianetti, Deji Akinwande, Alessandro Molle

“…However, many 2D resistive switching materials struggle with complex growth methods or limited scalability. 2D tellurium exhibits striking characteristics such as simplicity in chemistry, structure, and synthesis making it suitable for various applications. …”
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Cryogenic III-V and Nb electronics integrated on silicon for large-scale quantum computing platforms by Jaeyong Jeong, Seong Kwang Kim, Yoon-Je Suh, Jisung Lee, Joonyoung Choi, Joon Pyo Kim, Bong Ho Kim, Juhyuk Park, Joonsup Shim, Nahyun Rheem, Chan Jik Lee, Younjung Jo, Dae-Myeong Geum, Seung-Young Park, Jongmin Kim, Sanghyeon Kim

“…Abstract Quantum computers now encounter the significant challenge of scalability, similar to the issue that classical computing faced previously. …”
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Progress and application of intelligent nanomedicine in urinary system tumors by Yingming Xiao, Lei Zhong, Jinpeng Liu, Li Chen, Yi Wu, Ge Li

“…Furthermore, the therapeutic applications of intelligent nanomedicine, its advantages over traditional chemotherapy, and the challenges currently facing clinical translation of nanomedicine, such as safety, regulation and scalability, have also been reviewed. Finally, we have assessed the potential of intelligent nanomedicine in the management of urinary system tumors, emphasizing emerging trends such as personalized nanomedicine and combination therapies. …”
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Hybrid Plant Growth: Integrating Stochastic, Empirical, and Optimization Models with Machine Learning for Controlled Environment Agriculture by Nezha Kharraz, István Szabó

“…The hybrid model’s adaptability in the future may offer scalability to diverse crop types and environmental settings, establishing a foundation for its integration into decision-support systems for large-scale indoor farming.…”
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Developments in solar-driven desalination: Technologies, photovoltaic integration, and processes by Mohamed El-Sayed M. Essa, Hemdan S. El-sayed, Elwy E. El-kholy, Mohammed Amer, Mahmoud Elsisi, Uzair Sajjad, Khalid Hamid, Hilmy El-sayed Awad

“…It presents recent advancements in both direct and indirect solar desalination methods, highlighting how PV/T integration can enhance energy efficiency, reduce environmental impact, and improve system scalability. The paper also explores cutting-edge optimization techniques and rule-based control algorithms that significantly enhance operational performance. …”
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Recent Advances in Surface Functionalized 3D Electrocatalyst for Water Splitting by Nadira Meethale Palakkool, Mike P. C. Taverne, Owen Bell, Jonathan D. Mar, Vincent Barrioz, Yongtao Qu, Chung‐Che Huang, Ying‐Lung Daniel Ho

“…The review highlights the opportunities and challenges in scalable fabrication, long‐term durability, and cost‐efficiency for practical implementation. …”
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Abnormal Operation Detection of Automated Orchard Irrigation System Actuators by Power Consumption Level by Shahriar Ahmed, Md Nasim Reza, Md Rejaul Karim, Hongbin Jin, Heetae Kim, Sun-Ok Chung

“…Future research will integrate advanced machine learning with signal processing to improve fault detection accuracy and evaluate the scalability and adaptability of the system for larger orchards and diverse agricultural applications.…”
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The importance of trunk motion in wearable based infant spontaneous movement analysis by María Marín-Palma, Ignacia Rojas-Sepulveda, Jessica Becerra-Caroca, José Carrasco-Plaza, Ramiro Zepeda, Pablo Ignacio Burgos

“…While the Prechtl method is effective in predicting motor risks, its reliance on the evaluator’s expertise limits its scalability, particularly in low-income areas. In such contexts, the use of inertial sensors combined with automated analysis presents a promising accessible alternative; however, more research is necessary to get results comparable to those of the Precht method. …”
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