Joint User Detection and Channel Estimation in Grant-Free Random Access for Massive MIMO Systems by Yang Yang, Guanghua Song, Hui Liu

“…This paper introduces an innovative and advanced approach for the joint detection of users and estimation of channels in grant-free RA. …”
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Synthesis, Structural Characterization, and Preclinical Efficacy of a Novel Paclitaxel-Loaded Alginate Nanoparticle for Breast Cancer Treatment by Ahmed A. Markeb, Nagwa A. El-Maali, Douaa M. Sayed, Amany Osama, Mohamed A. Y. Abdel-Malek, Amen H. Zaki, Mostafa E. A. Elwanis, James J. Driscoll

“…Taken together, our results demonstrate that PTX-ALG nanoparticles represent an innovative, nanoscale delivery system for the administration of anticancer agents that may avoid the adverse toxicities with enhanced antitumor effects to improve the treatment of breast cancer patients.…”
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Enhancing Patient Loyalty Through Operational Strategies and Service Quality: The Impact of Patient Satisfaction on Company Revenue by Renaldus Iwan Sumarta, Maun Jamaludin, Iman Sudirman

“…Original/Value: This research innovatively links operational strategies to patient loyalty in private hospitals, demonstrating how service quality mediates this relationship and drives revenue growth and business sustainability. …”
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Application of artificial intelligence language model ChatGPT in higher education by Zvonimir Klarin, Tea Livaić

“…With the potential for personalized learning, improved administrative processes, and advancements in research, the application of artificial intelligence in education opens doors to innovative teaching methods and provides new perspectives for the development of educational systems. …”
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Physics-Constrained Deep Learning for Security Ink Colorimetry with Attention-Based Spectral Sensing by Po-Tong Wang, Chiu Wang Tseng, Li-Der Fang

“…This paper presents a novel physics-constrained deep learning framework for high-precision security ink colorimetry, integrating three key innovations: a physics-informed neural architecture achieving unprecedented color prediction accuracy (CIEDE2000 (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mo>Δ</mo><msub><mi>E</mi><mn>00</mn></msub></mrow></semantics></math></inline-formula>): 0.70 ± 0.08, <i>p</i> < 0.001), advanced attention mechanisms improving feature extraction efficiency by 58.3%, and a Bayesian optimization framework ensuring robust parameter tuning. …”
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Portable solutions for plant pathogen diagnostics: development, usage, and future potential by Anurag Yadav, Kusum Yadav

“…While portable diagnostics have clear advantages in speed, cost-effectiveness, and user accessibility, challenges related to sensitivity, durability, and regulatory standards remain. Innovations in nanotechnology, multiplex detection platforms, and personalized agriculture promise to further enhance the efficacy of portable diagnostics. …”
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An Electronic Slime-Based Epidermal Electrode Using Carbon Nanocomposites for Biosignal Sensing by Yu Feng, Hui Sun, Meng Chen, Cong Wu, Jiankun Li, Zhi Li, Kremena Makasheva, Na Liu, Guanglie Zhang, Wen Jung Li

“…In this study, we present an innovative epidermal sensing electrode constructed from electronic slime (E-slime), which is synthesized through a simple one-step, one-pot method utilizing widely available and cost-effective carbon nanocomposites. …”
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SDES-YOLO: A high-precision and lightweight model for fall detection in complex environments by Xiangqian Huang, Xiaoming Li, Limengzi Yuan, Zhao Jiang, Hongwei Jin, Wanghao Wu, Ru Cai, Meilian Zheng, Hongpeng Bai

“…These results indicate that SDES-YOLO successfully combines efficiency and precision in fall detection. Through these innovations, SDES-YOLO not only improves detection accuracy but also optimizes computational efficiency, making it effective even in resource-constrained environments.…”
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Protected Areas in the Slovak Carpathians as a Contested Resource Between Metropolitan and Mountain Stakeholders by Heino Meessen, Juraj Švajda, Thomas Kohler, Vladimíra Fabriciusová, Dobromil Galvánek, Miroslav Buraľ, Marcela Káčerová, Ján Kadlečík

“…A joint Slovak–Swiss financing mechanism enabled Slovak project partners to implement small innovative projects proposed by local stakeholders – so-called Seed Money Actions (SMAs). …”
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Development and Structural Evaluation of Dog Bone Particle–Reinforced Epoxy Composites for Biomedical Applications by Adebayo Felix Owa, Peter Apata Olubambi

“…This study presents an innovative development and research of the mechanical properties of dog bone–reinforced epoxy composites to determine their suitability for biomedical applications. …”
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Techno-Economic Analysis of Waste Heat Recovery in Automotive Manufacturing Plants by Putu Diah Prajna Paramita, Sindu Daniarta, Attila R. Imre, Piotr Kolasiński

“…This study proposes an innovative system for recovering waste heat from exhaust air after a regenerative thermal oxidiser process, integrating a Carnot battery and photovoltaic (PV) modules. …”
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A novel wearable device integrating ECG and PCG for cardiac health monitoring by Junbin Zang, Qi An, Bo Li, Zhidong Zhang, Libo Gao, Chenyang Xue

“…Abstract The alarming prevalence and mortality rates associated with cardiovascular diseases have emphasized the urgency for innovative detection solutions. Traditional methods, often costly, bulky, and prone to subjectivity, fall short of meeting the need for daily monitoring. …”
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A “Non-Invasive” Technique for Qualifying the Reinforced Concrete Structure by Antonella Guida, Antonello Pagliuca, Alessandro Tranquillino Minerva

“…The analysis and qualification of the masonry structures of built heritage show how this approach is useful for classifying the pathological events on each building and to implement the innovative solutions to improve the durability of a restoration intervention.…”
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Hybrid Probabilistic Road Map Path Planning for Maritime Autonomous Surface Ships Based on Historical AIS Information and Improved DP Compression by Gongxing Wu, Liepan Guo, Danda Shi, Bing Han, Fan Yang

“…A hybrid probabilistic road map (PRM) path planning algorithm based on historical automatic identification system (AIS) information and Douglas–Peucker (DP) compression is proposed to address the issues of low path quality and the need for extensive sampling in the traditional PRM algorithm. This innovative approach significantly reduces the number of required samples and decreases path planning time. …”
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NHERI@UTexas experimental facility with large-scale mobile shakers for field studies: a decade of discovery in natural hazards engineering by Kenneth H. Stokoe, Sungmoon Hwang, Brady R. Cox, Patricia M. Clayton, Robert B. Gilbert

“…These efforts have advanced the validation and calibration of numerical model and methodologies using full-scale experimental data.DiscussionNHERI@UTexas enable researchers to gain new insights and drive innovations in advancing resilient and sustainable solutions for natural hazards problems.…”
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Fuzzy Delphi and DEMATEL Approaches in Sustainable Wearable Technologies: Prioritizing User-Centric Design Indicators by Chin-Wen Liao, Kai-Chao Yao, Ching-Hsin Wang, Hsi-Huang Hsieh, I-Chi Wang, Wei-Sho Ho, Wei-Lun Huang, Shu-Hua Huang

“…The rapid advancement of intelligent technologies, including sensing devices, artificial intelligence, and the Internet of Things, has significantly accelerated the progress in industrial technology, particularly within the medical enterprise sector. Wearable innovations for health management have introduced novel approaches to physiological monitoring and early disease detection, contributing to an improved quality of life. …”
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Examining Google Classroom-assisted blended learning in Indonesian EFL grammar classes by Nur Muthmainnah

“…This study concludes with some empirical evidence that Google Classroom-mediated blended learning is promoted to be an innovative learning management system in EFL classes to boost students’ grammar mastery.…”
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The network form as a tool for improving the quality of education in the context of digitalization by Natal’ya V. Shlyakhtina

“…The network form of implementation of educational programs as an innovative reality in schools participating in the regional project Modern School is based both on the use of resources of several educational organizations and other institutions to solve the deficits of the basic organization itself. …”
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Deep Learning in Music Generation: A Comprehensive Investigation of Models, Challenges and Future Directions by Kong Xiangchen

“…It now has powerful tools for both preserving traditional music and creating new, innovative compositions. This review explores various and recent deep learning models, such as Long Short-Term Memory (LSTM) networks, Transformer-based models, Reinforcement Learning (RL), and Diffusion-based architectures, and how they are applied to music generation. …”
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A Multi-Layered Origami Tactile Sensory Ring for Wearable Biomechanical Monitoring by Rajat Subhra Karmakar, Hsin-Fu Lin, Jhih-Fong Huang, Jui-I Chao, Ying-Chih Liao, Yen-Wen Lu

“…An origami-based tactile sensory ring utilizing multilayered conductive paper substrates presents an innovative approach to wearable health applications. …”
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