A large dataset for VEP based brain-computer interfaces employing narrow-band code modulation and frequency-phase modulation by Li Zheng, Sen Tian, Yida Dong, Weihua Pei, Xiaorong Gao, Yijun Wang

“…However, improving the IT R and the practicability is challenging for existing VEP based BCIs due to factors such as the encoding efficiency and the calibration time. To address this issue, this study proposed a new encoding method employing narrow-band random sequences and provided a large dataset for VEP based brain-computer interfaces.Methods Narrow-band random sequences are random sequences with a specific frequency band. …”
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Exploring Optimisation Pathways for Underground Space Quality Under the Synergy of Multidimensional Perception and Environmental Parameters by Tianning Yao, Liang Sun, Lin Geng, Yao Xu, Ziqi Xu, Kuntao Hu, Xing Chen, Pan Liao, Jin Wang

“…The results indicated significant differences in user needs across various functional spaces, with commercial-oriented areas emphasising environmental attractiveness and comfort, while transport-oriented spaces prioritised access efficiency and safety. This study provided quantitative design benchmarks for underground spaces’ dynamic regulation and sustainable management, proposing a precise and adaptive environmental decision-making framework that combines physical parameters with user-perception feedback.…”
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Adaptive RAG-Assisted MRI Platform (ARAMP) for Brain Metastasis Detection and Reporting: A Retrospective Evaluation Using Post-Contrast T1-Weighted Imaging by Kuo-Chen Wu, Fatt Yang Chew, Kang-Lun Cheng, Wu-Chung Shen, Pei-Chun Yeh, Chia-Hung Kao, Wan-Yuo Guo, Shih-Sheng Chang

“…This adaptive RAG-based framework may improve diagnostic efficiency and standardization in radiological workflows.…”
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Development and refinement of an online CARD (Comfort Ask Relax Distract) course for organizations and providers delivering vaccinations and other needle procedures by Anna Taddio, Anthony N. T. Ilersich, C. Meghan McMurtry, Kaytlin Constantin, Lucie M. Bucci, Victoria Gudzak, Charlotte Logeman, Natalie Crown, Mandy Kohli, Erin Ledrew, Noni E. MacDonald

“…The course has the potential to improve efficiency and effectiveness of CARD implementation.…”
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ANALYSIS OF TRENDS AND DEVELOPMENT PROSPECTS OF THE VEGETABLE MARKET UNDER CONDITIONS OF ECONOMIC REGIONALISATION by Kateryna Mazur, Inna Tomashuk, Vitalii Shvets

“…The results of the study indicate that regionalisation promotes increased efficiency in vegetable production through regional specialisation, the development of agrifood clusters, and the optimisation of logistical processes. …”
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Research progress on predicting KRAS gene mutations in colorectal cancer by combining radiomics and multimodal medical imaging by Min Ai, Li Li, Shimei Fan, Cheng He, Yi Guo, Yang He

“…This technology can extract features of medical images in a High throughput manner and conduct a quantitative analysis of the pathophysiological changes in lesions. …”
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Autonomous Vehicle Security: Hybrid Threat Modeling Approach by Amal Yousseef, Yu-Zheng Lin, Shalaka Satam, Banafsheh Saber Latibari, Jesus Pacheco, Soheil Salehi, Salim Hariri, Pratik Satam

“…Autonomous vehicles (AVs) are poised to revolutionize modern transportation, offering enhanced safety, efficiency, and convenience. However, AV architectures' increasing connectivity and complexity have introduced significant cybersecurity risks. …”
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REVOLUTIONIZING LUXURY: THE ROLE OF AI AND MACHINE LEARNING IN ENHANCING MARKETING STRATEGIES WITHIN THE TOURISM AND HOSPITALITY LUXURY SECTORS by Maria Nascimento CUNHA, Manuel PEREIRA, António CARDOSO, Jorge FIGUEIREDO, Isabel OLIVEIRA

“…Through a detailed quantitative examination of 2,048 survey responses, this study investigates how AI and ML technologies are employed to optimize digital marketing strategies, focusing particularly on the effectiveness of remarketing and retargeting tactics and their influence on consumer purchasing decisions. …”
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Identification of MhLHC gene family under iron (Fe) deficiency stress and functional characterization of MhLHCB15 gene in Malus halliana by Yongjuan Dong, Zhongxing Zhang, Jiao Cheng, Xiaoya Wang, Wenbin Zhao, Donghai Zhang, Yanxiu Wang

“…Subsequently, 15 genes were selected for quantitative reverse transcription PCR (qRT-PCR), and the results demonstrated that MhLHCB15 significantly responded to Fe deficiency stress. …”
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Assessment of the long RR intervals using convolutional neural networks in single-lead long-term Holter electrocardiogram recordings by Tan Lyu, Miao Ye, Minjie Yuan, Haina Chen, Sijie Han, Lifang Yu, Chen Li

“…AI provides invaluable support for quantitative analysis and significantly improves diagnostic efficiency. …”
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AI-powered EFL pedagogy: Integrating generative AI into university teaching preparation through UTAUT and activity theory by Muhammad Zaim, Safnil Arsyad, Budi Waluyo, Havid Ardi, Muhd. Al Hafizh, Muflihatuz Zakiyah, Widya Syafitri, Ahmad Nusi, Mei Hardiah

“…Using a mixed-methods approach, the research combined quantitative data from structured questionnaires with qualitative insights from reflective compositions, where lecturers critically evaluated their experiences with generative AI. …”
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Comprehensive Performance and Economic Analyses of Transcritical CO₂ Heat Pump Water Heater Suitable for Petroleum Processes and Heating Applications by Dongxue Zhu, Chaohe Fang, Shejiao Wang, Yafei Xue, Liaoliang Jiang, Yulong Song, Feng Cao

“…The research starts from both dynamic and steady-state perspectives, revealing the variation law of system performance with environmental temperature and conducting a quantitative analysis. As the ambient temperature rose from −11 °C to 2 °C, the COP of the system increased by approximately 15% and exhibited significant dynamic response characteristics, indicating that the increase in ambient temperature significantly improved system efficiency. …”
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Genome-Wide Association Study Pinpoints Novel Candidate Genes Associated with the Gestation Length of the First Parity in French Large White Sows by Dongdong Duan, Shenping Zhou, Zhenyu Wang, Chuanmin Qiao, Jinyi Han, Mengyu Li, Hao Zhou, Xinjian Li, Wenshui Xin

“…These findings improve our understanding of the genetic architecture of GL in sows and offer valuable genetic markers for enhancing reproductive efficiency in breeding programs.…”
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Small and Medium-sized Enterprises’ Resilience to Socioeconomic Challenges in Emerging Economies: The Impact of Entrepreneurial Orientation on Organisational Ambidexterity by Medhat Abu Taleb, Passent Ibrahim Tantawi, Mohamed A. Ragheb, Dalia Amara

“…In today’s rapidly evolving business landscape, small and medium-sized enterprises in emerging economies face mounting socioeconomic challenges that compel them to innovate while sustaining operational efficiency. This study investigates the impact of entrepreneurial orientation on organizational ambidexterity within small and medium-sized enterprises operating in the industrial sector in Egypt. …”
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Comparative Evaluation of Fractional-Order Models for Lithium-Ion Batteries Response to Novel Drive Cycle Dataset by Xinyuan Wei, Longxing Wu, Chunhui Liu, Zhiyuan Si, Xing Shu, Heng Li

“…Complementarily, the efficiency and accuracy of the offline identification for three typical FOMs are also discussed. …”
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Assessing Teacher Satisfaction with the SistaUKS System: A New Approach to School Health Program Stratification by Ayu Khoirotul Umaroh, Muhammad Rayid Ramdhani, Jenita Berlian Nindyasari, Mabarod Kusnul Khotimah, Salma Khoirunnisa, Bethari Mukti Kusumaningtyas

“…This study underscores the importance of continual assessment and refinement of health information systems like SistaUKS to sustain high levels of user satisfaction and system efficiency.…”
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Targeting Tumor Endothelial Cells by EGCG Using Specific Liposome Delivery System Inhibits Vascular Inflammation and Thrombosis by Zi Jia, Nako Maishi, Hideki Takekawa, Aya Yanagawa Matsuda, Taisei Nakade, Takashi Nakamura, Hideyoshi Harashima, Yasuhiro Hida, Kyoko Hida

“…In vivo, a cyclic RGD liposome delivery system (MEND) was employed to efficiently deliver EGCG to TECs in tumor‐bearing mice. …”
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A new multi objective crested porcupines optimization algorithm for solving optimization problems by Divya Adalja, Pinank Patel, Nikunj Mashru, Pradeep Jangir, Arpita, Reena Jangid, G. Gulothungan, Mohammad Khishe

“…MOCPO is formulated to efficiently manage conflicting objectives in multi-objective optimization problems. …”
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Multispectral Extended Depth-of-Field Imaging via Stochastic Wavefront Optimization by Exequiel Oliva, Nelson Diaz, Samuel Pinilla, Esteban Vera

“…The optimization process exploits the covariance matrix adaptation evolution strategy (CMA-ES), efficiently exploring complex, high-dimensional phase configurations without the need for explicit gradient information. …”
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Imeglimin, unlike metformin, does not perturb differentiation of human induced pluripotent stem cells towards pancreatic β‐like cells and rather enhances gain in β cell identity ge... by Tasuku Imada, Shugo Sasaki, Hiroki Yamaguchi, Ayaka Ueda, Dan Kawamori, Naoto Katakami, Iichiro Shimomura

“…Materials and Methods Human iPSCs are differentiated into SC‐islets by three‐dimensional culture with and without imeglimin or metformin. Differentiation efficiencies of SC‐islets were analyzed by flow cytometry, immunostaining, quantitative PCR, and insulin secretion assay. …”
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