Fuzzy Robust Modification Design of EMU Transmission Gear by Ziqiang Sheng, Yuedong Wang, Xiaoning Bai, Shenxuan Wang

“…On this basis， the fuzzy theory is introduced， the mathematical model of gear modification robust optimization is established based on improved tolerance model， the NSGA-III algorithm is used to find the optimal solution， and the comparison with other modification schemes is completed. …”
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Reducing Exposures to Endocrine Disruptors (REED) study, a personalized at-home intervention program to reduce exposure to endocrine disrupting chemicals among a child-bearing age... by Johanna R. Rochester, Carol F. Kwiatkowski, Michael Kupec Lathrop, Iva Neveux, Eric J. Daza, Joseph Grzymski, Jenna Hua

“…Methods We will test a self-directed online interactive curriculum with live counseling sessions and individualized support modeled after the highly effective Diabetes Prevention Program (DPP). …”
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Innovative Charging Solution Using a Three-Winding Transformer at the Battery Swapping Station by M. V. Athul, C. Umayal

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Efficacy and safety of Chinese patent medicine for urinary tract infections: a systematic review and network meta-analysis by Jialei Zhao, Haibin Tang, Rutong Xu, Gang Chen

“…While network meta-analysis suggested that Xueniaoan capsule with antibiotics (XNA_Ab) had the highest probability of being optimal, this conclusion requires cautious interpretation because of the low certainty of evidence from the included studies.ConclusionSeveral CPMs demonstrate potential therapeutic benefits for UTIs; however, these preliminary findings require validation through rigorously designed large-scale randomized controlled trials.…”
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Two sides of the same coin: recruitment performance and perceived workload in primary care trials-insights from the AgeWell.de study by Linda Sanftenberg, Robert Philipp Kosilek, Lorenz Birnberger, Hannah Schillok, Felix Wittmann, Melanie Luppa, Anne Blawert, Melanie Boekholt, Christian Brettschneider, Hans-Helmut König, Alexander Bauer, Solveig Weise, Thomas Frese, Hanna Kaduszkiewicz, Juliane Döhring, Catharina Escales, Jochen René Thyrian, Birgitt Wiese, Steffi G. Riedel-Heller, Jochen Gensichen

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Inertial-Based Gait Metrics During Turning Improve the Detection of Early-Stage Parkinson’s Disease Patients by Lin Meng, Jun Pang, Yifan Yang, Lei Chen, Rui Xu, Dong Ming

“…Sensitive gait features were optimally screened (AUC<inline-formula> <tex-math notation="LaTeX">$&gt;$ </tex-math></inline-formula>0.7) and categorized into 22 groups to classify PD and healthy controls based on a machine learning method. …”
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Risk prediction of QTc prolongation occurrence in cancer patients treated with commonly used oral tyrosine kinase inhibitors: machine learning modeling or conventional statistical... by Hsiang-Wen Lin, Tien-Chao Lin, Chien-Ning Hsu, Tzu-Pei Yeh, Yu-Chieh Chen, Liang-Chih Liu, Chen-Yuan Lin

“…This study aimed to develop an optimal prediction model for QTc prolongation risk and estimate its risk probability in cancer patients treated with oral tyrosine kinase inhibitors (TKIs). …”
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Targeting Staphylococcus aureus biofilm-related infections on implanted material with a novel dual-action thermosensitive hydrogel containing vancomycin and a tri-enzymatic cocktai... by Randy Buzisa Mbuku, Hervé Poilvache, Loïc Maigret, Rita Vanbever, Françoise Van Bambeke, Olivier Cornu

“…Fluoroquinolone efficacy remained unchanged by enzyme addition. In vivo, in a model of tissue cages containing titanium beads implanted in the back of guinea pigs, hydrogel-delivered vancomycin maintained therapeutic levels for seven days. …”
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The Promising Key Factors Mediating Secondary Neuronal Damage in the Perihematomal Region of Intracerebellar Hemorrhage of Mice by Saandeep Bhatia, Ramissh Paramasivam, Mohd Khairul Izamil Bin Zolkefley, Regunath Kandasamy, Sangu Muthuraju, Jafri Malin Abdullah

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Markov prediction based handover in dynamic ultra dense network by Qingmin MENG, Yuanyuan ZHAO, Wenjing YUE, Yulong ZOU, Xiaoming WANG

“…In order to solve the problem of the communication and computational problems of large-scale machine communication in an ultra-dense cellular network,a Markov prediction based handover scheme (MPHS) was proposed.Firstly,a kind of heterogeneous network design with semi-structure and central control was considered which contains the densely deployed virtual nodes and thus realized a low cost and efficient coverage.The network can dynamically adjust the access point according to the user's mobility and network traffic.Secondly,a Markov model was constructed,and the idea of load-aware was introduced.By weighing the signal quality and the cell load,the user's next optimal access point was effectively predicted.The simulation results show the feasibility and effectiveness of the proposed scheme for cell handover predicting.…”
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Hybrid channel allocation strategy with group switching and performance evaluation in cognitive radio network by Shun-fu JIN, Hong-ting XIE, Yuan ZHAO

“…Considering the non-real-time traffic in cognitive radio networks and two groups of licensed channels,com-bing the methods of random back-off and control center schedule,a novel hybrid channe allocation strategy with channel group switching mechanism was proposed.Taking into account the total number of the cognitive packets and the numbers of the primary packets on each group channels,a three-dimensional Markov model was constructed,some cogniti user measures in terms of the blocking ratio,the packet loss ratio and the average delay were derived accordingly.Numerical results with analysis and simulation show that,as the back-off time changes,a tradeoff exists between different perfor-mance measures.Therefore,by minimizing the system cost,the back-off time can be optimized.…”
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Threshold Effects, Sacrifice Ratio and Government Debt The Smooth Transition Regression Approach by sara ghobadi

“…To achieve the goal of this research, the Smooth Transition Regression Model (STR) is used. Findings The results obtained from the estimation of the model indicate that (DebtGdp)t-1  is the transition variable of the sacrifice ratio function. …”
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Pricing Strategy and Blockchain-Enabled Data Sharing in Cross-Border Port Systems by Huida Zhao, Chanjuan Liu

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Dynamics and Staged Deployment Strategy for a Spinning Tethered Satellite System by Yue Zhang, Kai Chen, Jiawen Guo, Cheng Wei

“…This model surpasses traditional massless/rigid rod models by integrating tether mass distribution, flexible dynamics, and satellite attitude dynamics. …”
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The Local Path Planning Algorithm for Amphibious Robots Based on an Improved Dynamic Window Approach by Xiaoqiang Dai, Chengye Liu, Qiang Lai, Xin Huang, Qingjun Zeng, Ming Liu

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Formation mechanisms of primary school teachers’ verbal immediacy behaviors in smart classroom environments by Ge Hou

“…Methods This study integrates the theory of planned behavior (TPB) with the norm activation model (NAM) to propose a theoretical model for teachers’ verbal immediacy behaviors in smart classroom environments. …”
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Accurate hourly AQI prediction using temporal CNN-LSTM-MHA+GRU: A case study of seasonal variations and pollution extremes in Visakhapatnam, India by Sreenivasulu T, Mokesh Rayalu G

“…Interpretability driven by SHAP reinforces the significance of features, thereby rendering the model beneficial for the formulation of targeted emission control strategies. …”
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Investigating the impact of different road scenarios on the induction intensity of motion sickness in electric vehicle passengers by Bangbei Tang, Bangbei Tang, Bingjie Luo, Yongfeng Ding, Qiuyang Tang, Yingzhang Wu

“…This study provides empirical evidence for optimizing vehicle motion control and road design to enhance passenger comfort.…”
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Information extraction from green channel textual records on expressways using hybrid deep learning by Jiaona Chen, Jing Zhang, Weijun Tao, Yinli Jin, Heng Fan

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Enhancing Mass Transport in Organic Redox Flow Batteries Through Electrode Obstacle Design by Joseba Martínez-López, Unai Fernández-Gamiz, Eduardo Sánchez-Díez, Aitor Beloki-Arrondo, Íñigo Ortega-Fernández

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