Cross-sectional study on exercise capacity in obese patients with severe obstructive sleep apnea syndrome by Shengrui Mei, Yue Zhou, Wenjun Wu, Xiaochuan Cui, Junyan Cai, Peng Yuan, Shukun Deng

“…The correlation analysis indicated that AHI was positively correlated with TS < 90%,VO2/HRmax, BMI and negatively correlated with sleep efficiency, minSO2, mean SO2,VO2AT%Pred, VO2AT/kg, VO2peak%Pred, VO2peak/kg, HRmax, HRmax%Pred,HRr, VO2/HRmax%Pred, WRmax%Pred, and VEmax%Pred. …”
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Exploring the Effects of Motor Training with Neurofeedback on Brain Functional Network in Stroke Patients Based on Functional Near-Infrared Spectroscopy by WANG Yanglong, HUO Congcong, SHAO Guangjian, CHEN Tiandi, LI Zengyong

“…LC-NFT exhibited longer characteristic path lengths than RST and LCT (<italic>P</italic>&lt;0.05) and lower global efficiency than RST (<italic>P</italic>&lt;0.05). During LC-NFT, clustering coefficients of bilateral DLPFC were negatively correlated with FMA-UE and FMA-LE scores (<italic>P</italic>&lt;0.05), whereas no linear correlations were observed during RST or LCT (<italic>P</italic>&gt;0.05).ConclusionMotor training with neurofeedback effectively promotes reorganization of brain functional networks in stroke patients, demonstrating significant clinical value.…”
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Flexibility provision by virtual power line and soft open point in AC/DC distribution systems by Xiaodong Yang, Wentao Jiang, Jing Ma, Da Xu, Chengjia Zhang, Yue Yang, Zhicheng Xu

“…To address the voltage quality and operational efficiency issues caused by the high penetration of PVG, this paper fully explores the regulation potential of hybrid AC/DC distribution networks (HDNs) and electric vehicles (EVs). …”
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Simulation Study on Dose and LET of Neutron Irradiation for Biological Experiments Using Spallation, Reactor, and Compact Neutron Sources by May Sweet, Kenji Mishima, Masahide Harada, Keisuke Kurita, Hiroshi Iikura, Seiji Tasaki, Norio Kikuchi

“…The findings highlight KUANS’s suitability for efficiently inducing specific genetic mutations and neutron breeding, particularly for inducing targeted mutations in biological samples, also on account of its LET range of 20–70 keV/μm. …”
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Holographic energy correlators for soft walls by Csaba Csáki, Steven Ferrante, Ameen Ismail

“…Building on a recent computation in a minimal hard-wall model of confinement, we show that the shockwave method for efficiently computing energy correlators in AdS generalizes to an arbitrary warped geometry. …”
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Pseudomonas aeruginosa Detection Using Conventional PCR and Quantitative Real-Time PCR Based on Species-Specific Novel Gene Targets Identified by Pangenome Analysis by Chufang Wang, Chufang Wang, Qinghua Ye, Aiming Jiang, Jumei Zhang, Yuting Shang, Fan Li, Baoqing Zhou, Xinran Xiang, Qihui Gu, Rui Pang, Yu Ding, Shi Wu, Moutong Chen, Qingping Wu, Qingping Wu, Juan Wang, Juan Wang

“…Mining novel specific molecular targets and establishing efficient identification methods are significant for detecting Pseudomonas aeruginosa, which can enable P. aeruginosa tracing in food and water. …”
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Analysis and Optimization of Customer Lifetime Value Prediction using Machine Learning and Deep Learning Models by RFM Techniques by Leila Taherkhani, Amir Daneshvar, Hossein Amoozad Khalili, MohammadReza Sanaei

“…LightGBM achieved the highest predictive performance (R² = 0.504), followed by Random Forest (R² = 0.497), while Linear Regression underperformed (R² = 0.386), highlighting the advantages of non-linear models in modeling intricate customer patterns. …”
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Seed multispectral imaging combined with machine learning algorithms for distinguishing different varieties of lettuce (Lactuca sativa L.) by Jinpeng Wei, Zhangyan Dai, Qi Zhang, Le Yang, Zhaoqi Zeng, Yuliang Zhou, Jun Liu, Bingxian Chen

“…In the batch validation, the LDA model achieved an accuracy of 93.2 %.This method reduces cost and improves efficiency, showing great potential for seed identification in other crops.…”
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Integrating few-atom layer metal on high-entropy alloys to catalyze nitrate reduction in tandem by Jiace Hao, Tongde Wang, Ruohan Yu, Jian Cai, Guohua Gao, Zechao Zhuang, Qi Kang, Shuanglong Lu, Zhenhui Liu, Jinsong Wu, Guangming Wu, Mingliang Du, Dingsheng Wang, Han Zhu

“…This FL-M-covered HEA shows an outstanding performance for electrocatalytic reduction of nitrate to ammonia (NH3) with a Faradaic efficiency of 92.7%, an NH3 yield rate of 2.45 mmol h–1 mgcat. –1, and high long-term stability (>200 h). …”
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γ-Cyclodextrin hydrogel for the sustained release of josamycin for potential ocular application by Jennifer Huling, Stefan Oschatz, Helge Lange, Katharina Anna Sterenczak, Thomas Stahnke, Jana Markhoff, Oliver Stachs, Steffen Möller, Nasrullah Undre, Anita Peil, Anselm Jünemann, Niels Grabow, Georg Fuellen, Thomas Eickner

“…The crosslinked γ − cyclodextrin retained the ability to form complexes with josamycin, resulting in a 4-fold higher drug loading efficiency when compared to linear dextran hydrogels, and prolonged drug release over 4 days.…”
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Determination of polychlorinated biphenyls in water by gas chromatography-electron capture detector combined with automated liquid-liquid extraction and dispersive solid phase extr... by HU Hongmei, GUO Yuanming, HAO Qing, SUN Xiumei, JIN Yanjian, ZHONG Zhi, ZHANG Xiaojun

“…Hence,100 mg PSA sorbent was used, at this point, good purify efficiency and satisfactory recoveries were both achieved. …”
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Sustainable operational strategies for mixed fleets: Integrating autonomous and human-driven taxis with heterogeneous energy types by Qinru Hu, Beinuo Yang, Keyang Zhang, Jose Escribano Macias, Xiqun (Michael) Chen, Yanfeng Ouyang, Simon Hu

“…Impact analyses demonstrate the competitiveness of AETs in passenger service due to lower operating costs and enhanced environmental efficiency, with reduced carbon emission intensity per kilometer and per request. …”
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The Relationship between Mental Workload and Job Satisfaction of Faculty Members with their Educational Performance by Neda Mahdavi, Masoud Shafiee Motlagh2, Zahra Cheraghi, Hossein Jafari Mansoorian, Vajihe Ramazani Doroh, Leili tapak, Maryam Afshari, Amin Doosti-Irani

“…Result: The mean cognitive workload of faculty members was 52.94 ± 24.48. Efficiency and time demand scored the highest and lowest among the subscales of workload, respectively. …”
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Machine learning-based hydrograph modeling with LSTM: A case study in the Jatigede Reservoir Catchment, Indonesia by Neil Andika, Piter Wongso, Faizal Immaddudin Wira Rohmat, Siska Wulandari, Ammar Fadhil, Riswanto Rosi, Nabila Siti Burnama

“…Utilizing 12 years of historical data, an LSTM model was developed to capture the complex non-linear dynamics between rainfall and runoff. The model successfully reproduced overall hydrograph patterns, obtaining a Nash-Sutcliffe Efficiency (NSE) of 0.60 and a Root Mean Squared Error (RMSE) of 12.16, while limitations were observed in simulating extreme hydrological events, primarily due to a lack of historical extreme event data. …”
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The Role of the Triple Helix Model in Promoting the Circular Economy: Government-Led Integration Strategies and Practical Application by Maximilian Espuny, José Salvador da Mota Reis, Elen Cristina Bravos Giupponi, Aglaé Baptista Torres Rocha, Ana Carolina Ferreira Costa, Camila Fabricio Poltronieri, Otávio José de Oliveira

“…The Circular Economy (CE) has become an essential management model to address the environmental challenges of the traditional linear model employed by companies, protecting society and ecosystems from resource depletion and intensified ecological emissions. …”
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Attenuated Subcomponent Vaccine Design Targeting the SARS-CoV-2 Nucleocapsid Phosphoprotein RNA Binding Domain: In Silico Analysis by Onyeka S. Chukwudozie, Rebecca C. Chukwuanukwu, Onyekachi O. Iroanya, Daniel M. Eze, Vincent C. Duru, Temiloluwa O. Dele-Alimi, Busuyi D. Kehinde, Taiwo T. Bankole, Perpetua C. Obi, Elizabeth U. Okinedo

“…Finally, in silico cloning was performed to ensure the expression and translation efficiency of the vaccine, utilizing the pET-28a vector. …”
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SSCD-YOLO: Semi-Supervised Cross-Domain YOLOv8 for Pedestrian Detection in Low-Light Conditions by Fangliang Cao, Kai Yan, Hongliang Chen, Zhen Wang, Yunliang Du, Zekang Zheng, Kefan Li, Baozhu Qi, Mingjia Wang

“…Additionally, a cross-domain distillation loss function is designed to improve the performance and efficiency of multi-scale object detection. Experimental results show that CDF-CycleGAN outperforms CycleGAN on various metrics across the LLVIP and M3FD datasets. …”
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Fault reconfiguration control strategy of islanded marine ranching power supply system based on deep reinforcement learning by Yichun Wang, Bo Zhang, Rongjie Wang, Jiang Desong, Yabo Cui, Zhouyang Sun, Hao Liu

“…To enhance convergence efficiency and generalization capability of the algorithm, noise networks are used to improve exploration ability of dueling DQN algorithm by implementing linear layers with learnable noise using an adaptive noise model. …”
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Inactivation Kinetics of <i>Escherichia coli</i> and <i>Staphylococcus aureus</i> Using Ultrasound in a Model Parenteral Emulsion by Maricarmen Iñiguez-Moreno, Montserrat Calderón-Santoyo, Gabriel Ascanio, Estefanía Brito-Bazán, María Soledad Córdova-Aguilar, Edmundo Brito-de la Fuente, Juan Arturo Ragazzo-Sánchez

“…Future research should optimize treatment conditions, understand microbial resistance mechanisms, and integrate the US with other hurdle technologies to enhance efficiency. In addition, studies about the US’s scalability for the pharmaceutical industry could widespread its implementation in that sector.…”
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Establishment of QuEChERS-UPLC-MS/MS method to determine three kinds of ochratoxins in coffee by GAO Yunkai, CHEN Xiaomei, CHEN Chunqian, ZHOU Lingyu, DENG Yinglin, YIN Qingchun

“…<b>Conclusion：</b> This method has the advantages of simple sample pretreatment, good reproducibility and high efficiency, and is suitable for the high-throughput detection of multiple ochratoxins in different coffee samples.…”
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