Nursing students’ experiences and perceptions regarding in-class flipped classroom: a mixed-methods study by Dongmei Zhang, Anle Huang, Yunxiao Lei, Haiyang Liu, Liu Yang, Congzhi Wang, Ting Yuan, Xiaoping Li, Lin Zhang, Wenyuan Shang

“…The qualitative results revealed five themes: progressive learning experience, teaching efficiency and effectiveness, developing abilities, impact on academic and occupational emotions, and needing to be improved. …”
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RESEARCH INTO SPEECH-TO-TEXT TRANFROMATION MODULE IN THE PROPOSED MODEL OF A SPEAKER’S AUTOMATIC SPEECH ANNOTATION by Olesia Barkovska

“…To achieve the goal, the following tasks were solved: a generalized model of incoming audio data summarization was proposed; the existing STT models (for turning audio data into text) were analyzed; the ability of the STT module to operate in Ukrainian was studied; STT module efficiency and timing for English and Ukrainian-based STT module operation were evaluated. …”
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Valine deficiency has a greater impact on broiler growth and bone health than isoleucine deficiency by Doyun Goo, Woo Kyun Kim

“…The -VAL group had significantly decreased d 7, 14, and 21 body weight (BW), BW gain (BWG), feed intake (FI), and feed efficiency from d 7 to 21 compared to the CON and -ILE groups (P < 0.001). …”
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Airway epithelial stem cell renewal and differentiation: overcoming challenging steps towards clinical-grade tissue engineering by Davide Adamo, Vincenzo Giuseppe Genna, Giulia Galaverni, Chiara Chiavelli, Alessia Merra, Fabio Lepore, Federica Boraldi, Daniela Quaglino, Jessica Evangelista, Filippo Lococo, Graziella Pellegrini

“…Methods Stem cell depletion is often due to suboptimal culture conditions, therefore we tested the ability of a clinical-grade culture system to support the safe and efficient in vitro expansion and differentiation of primary human tracheal and bronchial epithelial cells. …”
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Poly-ε-caprolactone/chitosan/whitlockite electrospun bionic membrane conjugated with an E7 peptide for bone regeneration by Guangzi Chen, Tao Xu, Ran Gao, Wenbin Liu, Weigang Li, Delu Zeng, Jian Li, Xuan Fang, Gaohong Sheng, Hongqi Zhao, Chaoxu Liu

“…Conclusion The PCL/CS/WH/E7 membrane to achieve efficient repair of bone tissue and enriches clinical solutions for the treatment of critical bone defects.…”
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Exogenous 2,4-Epibrassinolide Alleviates Alkaline Stress in Cucumber by Modulating Photosynthetic Performance by Wenjing Nie, Qinghai He, Jinzhao Ma, Hongen Guo, Qinghua Shi

“…The findings indicate that NaHCO₃ stress substantially impairs cucumber growth and photosynthesis, significantly reducing chlorophyll content, net photosynthetic rate (Pn), stomatal conductance (Gs), transpiration rate (E), maximum photochemical efficiency (Fv/Fm), actual photochemical efficiency (ΦPSII), antenna conversion efficiency (Fv′/Fm′), and photochemical quenching coefficient (qP). …”
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Res-ECA-UNet++: an automatic segmentation model for ovarian tumor ultrasound images based on residual networks and channel attention mechanism by Shushan Wei, Zhaoting Hu, Lu Tan

“…This integration enhances feature extraction efficiency while improving model stability and generalization capabilities. …”
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The impact of online situational interventions on hostile attribution bias and emotion regulation difficulties: an empirical study from the perspective of crime prevention by Weixuan Ye, Zhiqiang Wang, Shuhui Xu

“…Conclusions (1) Hostile attribution bias and emotion regulation difficulties significantly predict adolescent aggression; (2) Online contextual interventions effectively reduce hostile attribution bias and improve emotion regulation abilities in adolescents; (3) The study provides theoretical and empirical support for using online interventions in behavioral correction and crime prevention in adolescents; (4) Online interventions offer a convenient, efficient approach to preventing aggression and crime among adolescents. …”
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Optimized extraction and kinetic study of cholesterol oxidase from a newly isolated Escherichia fergusonii strain from local whey samples: insights through a combined experimental... by Simin Khataee, Gholamreza Dehghan, Samaneh Rashtbari, Arezu Marefat, Sina Jamei, Hamed Farzi-Khajeh

“…This study aimed to isolate a novel ChoX-producing bacterial strain from whey samples. Results The most efficient strain was selected based on extracellular ChoX-producing ability and characterized as Escherichia fergusonii (E. fergusonii) through molecular and biochemical analysis. …”
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Generative spatial artificial intelligence for sustainable smart cities: A pioneering large flow model for urban digital twin by Jeffrey Huang, Simon Elias Bibri, Paul Keel

“…The model enhances decision-making processes, supports evidence-based planning and design, fosters integrated development strategies, and enables the development of more efficient, resilient, and sustainable urban environments. …”
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Fault diagnosis method of mine hoist main bearing with small sample based on VAE-WGAN by Fan JIANG, Hongyan SONG, Xi SHEN, Zhencai ZHU, Shuman CHENG

“…Therefore, conducting fault diagnosis of the main bearing of the hoist is of great significance for ensuring the safe and efficient operation of the mine hoist. However, the proportion of normal service and fault status in the monitoring data of the operation status of mine hoists is severely imbalanced, showing characteristics such as a large number of normal samples, a small number of fault samples, and insufficient label samples, resulting in unsatisfactory training results and low diagnostic accuracy of the main bearing fault model of mine hoists. …”
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Breast lesion classification via colorized mammograms and transfer learning in a novel CAD framework by Abbas Ali Hussein, Morteza Valizadeh, Mehdi Chehel Amirani, Sedighe Mirbolouk

“…As a result, Computer-Aided Design (CAD) systems have become increasingly popular due to their ability to operate independently of human analysis. …”
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RSM-YOLOv11: Lightweight Steel Surface Defect Segmentation Algorithm Research Based on YOLOv11 Improvement by Zenghai Shan, Hu Haoyan, Changjian Zhu, Shaowen Du, Hongtao Jing, Wang Haibin

“…This module optimizes the channel attention mechanism by replacing the channel attention mechanism in the Convolutional Block Attention Module (CBAM) with the efficient Multi-Scale Convolutional Attention (MSCA). …”
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Effects of AR on Cognitive Processes: An Experimental Study on Object Manipulation, Eye-Tracking, and Behavior Observation in Design Education by Ju Yeon Kim, Jin Kyung Choi

“…The results indicate that, although both groups engaged similarly with AR content, the experimental group demonstrated more precise manipulation and a deeper understanding of spatial relationships, leading to more efficient task completion. These findings suggest that AR-based learning experiences should be tailored to learners’ spatial reasoning abilities to maximize educational benefits. …”
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HYBRID COMMUNICATION NETWORK OF MOBILE ROBOT AND QUAD-COPTER by Moustafa M. Kurdi

“…QMRS increases the efficiency and reliability of the whole system especially in robot navigation, image processing and obstacle avoidance due to the help and connection among the different parts of the system.…”
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A SaBOX/Co catalyst designed for facile access to the challenging copolymers of vinyl ester and methacrylate by Yi-Jie Ding, Sheng-Ye Zhang, Ya-Ning Li, Shu-Yang Yu, Kongchanghao Huang, Yuchen Zhang, Jun-Fang Li, Xiao-Yan Wang, Yong Tang

“…This enables the efficient synthesis and structure regulation of methacrylate-vinyl ester copolymers. …”
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Research Progress on Regulation of Tumor Immune Microenvironment via Reactivation of Unbalanced Mitochondria in Traditional Chinese Medicine by Mengying PENG, Lihong FAN, Changxing SHEN

“…Rebuilding damaged mitochondrial function, improving efficiency, and boosting the energy level of the neuro-endocrine-immune network are the key factors contributing to the body’s ability to resist disease and return to health.…”
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Continual deep reinforcement learning with task-agnostic policy distillation by Muhammad Burhan Hafez, Kerim Erekmen

“…By utilizing task-agnostic distilled knowledge, the agent can solve downstream tasks more efficiently, leading to improved sample efficiency. …”
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Hare escape optimization algorithm with applications in engineering and deep learning by Doaa Alsamee, Reza Ramezani

“…Unlike conventional nature-inspired algorithms, HEO integrates Levy flight dynamics and adaptive directional shifts to enhance the balance between exploration and exploitation, improving its ability to escape local optima and converge efficiently. …”
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Enhancing Distributed Machine Learning through Data Shuffling: Techniques, Challenges, and Implications by Zhang Zikai

“…In distributed machine learning, data shuffling is a crucial data preprocessing technique that significantly impacts the efficiency and performance of model training. As distributed machine learning scales across multiple computing nodes, the ability to shuffle data effectively and efficiently has become essential for achieving high-quality model performance and minimizing communication costs. …”
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