GACNet: Interactive Prediction of Surrounding Vehicles Behavior under High Collision Risk by Jingzheng Chai, Jianting Liu, Jingluo Huang, Chunyan Huang

“…Trajectory prediction technology is essential for driving safety in autonomous vehicles and is advancing rapidly. Current research mainly aims to enhance prediction accuracy in typical traffic conditions. …”
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Simulation of the hydraulic drive operation of the end tower installation mechanism on a self-propelled chassis as part of a mobile ropeway by Lagerev A.V.

“…The model includes a submodel of kinematic and force analysis of the end tower installation mechanism and a submodel of hydrodynamic analysis of working processes in the volumetric pumping hydraulic drive of this mechanism. …”
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Assessing training needs and influencing factors among personnel at centers for disease control and prevention in northeast China: a cross-sectional study framed by SDT and TPB usi... by Kexin Wang, Peng Wang, Min Wei, Yanping Wang, Huan Liu, Ruiqian Zhuge, Qunkai Wang, Nan Meng, Yiran Gao, Yuxuan Wang, Lijun Gao, Jingjing Liu, Xin Zhang, Mingli Jiao, Qunhong Wu

“…Boruta algorithm identified 9 confirmed variables, 3 tentative variables, and 30 rejected variables. Compared with other models, XGBoost model demonstrated the best performance. …”
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Utilizing Circadian Heart Rate Variability Features and Machine Learning for Estimating Left Ventricular Ejection Fraction Levels in Hypertensive Patients: A Composite Multiscale E... by Nanxiang Zhang, Qi Pan, Shuo Yang, Leen Huang, Jianan Yin, Hai Lin, Xiang Huang, Chonglong Ding, Xinyan Zou, Yongjun Zheng, Jinxin Zhang

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Optimizing active suspension systems with robust h∞ control and adaptive techniques under uncertainties by Kumlachew Yeneneh, Menelik Walle, Tatek Mamo, Yared Yalew

“…This study presents a transformative approach to active suspension control through the development of a hybrid robust-adaptive framework that synergistically combines three advanced techniques: μ-synthesis enhanced H∞ control, model reference adaptation, and real-time frequency-domain optimization. …”
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An investigation into the cost-sharing mechanism of order agriculture with consideration for green investment by Honglin Hu, Ouyang Dai, Ligong Qin, Jun Li

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Evaluation of the Performance of Unsupervised Learning Algorithms for Intrusion Detection in Unbalanced Data Environments by Gutierrez-Portela Fernando, Almenares Mendoza Florina, Calderon-Benavides Liliana

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A Holistic Framework to Accelerate Implementation of Circular Economy in Mega-Scale Construction Projects by Saud Alotaibi, Pedro Martinez-Vazquez, Charalampos Baniotopoulos

“…The results obtained showed that all CE enablers clustered into four categories: dependent, driving, linkage, and autonomous, whereas the ISM analysis demonstrated that CE in construction mega-projects fits a five-level framework, starting with the establishment of law and legislation. …”
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Data Acquisition System for a Hydroelectric Turbine with Deformable Blades by A. Bogorin-Predescu, S. Titu, A.M. Titu

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Multimodal Data‐Driven Prognostic Model for Predicting Long‐Term Prognosis in Patients With Ischemic Cardiomyopathy and Heart Failure With Preserved Ejection Fraction After Coronar... by Jun Wang, Yijun Wang, Shoupeng Duan, Li Xu, Yanan Xu, Wenyuan Yin, Yi Yang, Bing Wu, Jinjun Liu

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Comprehensive Evaluation of the Impacts of Mixed Traffic Conditions on Urban Networks by Mehmet Nedim Yavuz, Halit Ozen

“…This study proposes a comprehensive evaluation framework integrating multi-criteria analysis (MCA) methods with traffic microsimulation modeling to assess the impacts of mixed traffic conditions, comprising CAVs and human-driven vehicles (HDVs), on urban networks from various perspectives: traffic efficiency, environmental performance, and traffic safety. …”
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Gracilimonas qinghaiensis sp. nov., a halophilic bacterium from a high-altitude saline lake exhibiting diverse metabolic potential and ecological adaptation by Haohao Wang, Chi Zhang, Yaqin Chen, Yifan Guo, Lijian Ding, Shengfa Zhang, Gaijun Du, Weiyan Zhang, Shan He

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Association between red cell distribution width-to-albumin ratio and all-cause mortality in critically ill cirrhotic patients with sepsis: a retrospective analysis of the MIMIC-IV... by Jinfeng Li, Shifeng Pang, Huiya Huang, Yangni Lu, Tingting Tang, Jianlin Wu, Maowei Chen

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A radar flow meter for automatic measurement of open channel flow by LI Yincai, LI Bin, LI Wei, YIN Wenbin, HAN Wei, WU Xiaolei

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Comparison of Bioelectric Signals and Their Applications in Artificial Intelligence: A Review by Juarez-Castro Flavio Alfonso, Toledo-Rios Juan Salvador, Aceves-Fernández Marco Antonio, Tovar-Arriaga Saul

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Integrating CEUS Imaging Features and LI-RADS Classification for Postoperative Early Recurrence Prediction in Solitary Hepatocellular Carcinoma: A Machine Learning-Based Prognostic... by Liang L, Pang J, Zhang B, Que Q, Gao R, Wu Y, Peng J, Zhang W, Bai X, Wen R, He Y, Yang H

“…Li Liang,1,2,* Jinshu Pang,1,* Bulin Zhang,2 Qiao Que,1 Ruizhi Gao,1 Yuquan Wu,1 Jinbo Peng,1 Wei Zhang,2 Xiumei Bai,1 Rong Wen,1 Yun He,1 Hong Yang1 1Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, People’s Republic of China; 2Department of Medical Ultrasound, Liuzhou People’s Hospital, Liuzhou, Guangxi Zhuang Autonomous Region, People’s Republic of China*These authors contributed equally to this workCorrespondence: Hong Yang, Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, People’s Republic of China, Tel +8607715356706, Email yanghong@gxmu.edu.cn Yun He, Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, People’s Republic of China, Tel +8607715356706, Email heyun@gxmu.edu.cnPurpose: To develop and validate a machine learning (ML) model for predicting early postoperative recurrence in hepatocellular carcinoma (HCC) patients by integrating contrast-enhanced ultrasound (CEUS) features with Liver Imaging Reporting and Data System (LI-RADS) classification.Materials and Methods: A retrospective analysis was conducted on data from 279 patients who underwent surgical resection for HCC. …”
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Flow Regulation Characteristics of Active Flow-Regulating Vanes in U-Shaped Bends by LI Lin, ZHANG Jing-kai, ZHANG Lu-guo, CHI Miao-miao, XIAO Yu-lei

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Refined matrix completion for spectrum estimation of heart rate variability by Lei Lu, Tingting Zhu, Ying Tan, Jiandong Zhou, Jenny Yang, Lei Clifton, Yuan-Ting Zhang, David A. Clifton

“…Heart rate variability (HRV) is an important metric in cardiovascular health monitoring. Spectral analysis of HRV provides essential insights into the functioning of the cardiac autonomic nervous system. …”
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Predictors of surgical outcomes in patients with drug-resistant temporal lobe epilepsy by I. S. Shelyagin, P. O. Akimova, S. Zh. Stefanov, R. A. Sufianov

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Exploring the Effect of a Wavy Sea Surface on NLOS-UOWC Systems: A Novel Deterministic Approach by Paulo Samaniego-Rojas, Rubén Boluda-Ruiz, José María Garrido-Balsells, Beatriz Castillo-Vázquez, Antonio Puerta-Notario, Antonio García-Zambrana

“…This work presents a novel approach to modeling an underwater optical wireless communications (UOWC) channel based on a deterministic analysis specifically for non-line-of-sight (NLOS) configurations. …”
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