Rapid Decrease in Dextrose Concentration After Intra-Articular Knee Injection: Implications for Mechanism of Action of Dextrose Prolotherapy by Kenneth Dean Reeves, Jordan R. Atkins, Clare R. Solso, Chin-I Cheng, Ian M. Thornell, King Hei Stanley Lam, Yung-Tsan Wu, Thomas Motyka, David Rabago

“…We therefore determined the rate of dextrose concentration diminution in one human participant’s knees after intra-articular dextrose knee injection. …”
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Regularities of crustal faulting and tectonophysical indicators of fault metastability by Yu. L. Rebetsky

“…The differences in the types of shearing in the sources of weak and strong earthquakes are related to the relationships between three dynamic parameters of the medium: velocity of seismic wave propagation, rate of rupture propagation, and displacement rate of the sides of the fracture. …”
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Study on the effect of high energy ultrasonic wave on MIG welding deformation and welding joint performance of LC52 aluminum alloy plate by Cong Jin, Chunguang Xu, Peilu Li, Peng Yin, Yunxi Gao, Yongqiang Wang

“…The average welding residual stress reduction rate and the stress homogenization rate of the plate under each detection depth reached more than 70.0% and 50.0%, respectively. …”
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Development of wireless electronic nose and using of remote monitoring by HU Ying, WANG Jun

“…With sensors and synchronous transport signal increasing, we should pay attention to data accuracy and packet loss rate. This system used the CC2530 chip for 8-way wireless data transmission. …”
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Smartwatch-Based Ecological Momentary Assessment for High-Temporal-Density, Longitudinal Measurement of Alcohol Use (AlcoWatch): Feasibility Evaluation by Chris Stone, Sally Adams, Robyn E Wootton, Andy Skinner

“…ResultsThe compliance rate for all participants who started the study for the smartwatch μEMA method decreased from around 70% in week 1 to 45% in week 12, compared with the online TLFB method which was flatter at around 50% over the 12 weeks. …”
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Optimizing in vitro slow-growth conservation media for garlic under ambient conditions: further implications for core set accessions by Ashwini Prashant Benke, DalasanuruChandregowda ManjunathaGowda, Vijay Mahajan, Digambar N. Mokat

“…In the first month of conservation, treatments with sucrose alone (1% sucrose, 2% sucrose, 3% sucrose, and 4% sucrose) recorded healthier and quicker growth, whereas those with sorbitol and mannitol alone resulted in slower growth. The same growth pattern was recorded in the third month of conservation, except that the survival rate of the plantlets decreased. …”
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The Gaseous Blowout of the 30 Doradus Starburst Region in the LMC by Suraj Poudel, April Horton, Jo Vazquez, Kathleen A. Barger, Frances H. Cashman, Andrew J. Fox, Nicolas Lehner, Scott Lucchini, Dhanesh Krishnarao, N. M. McClure-Griffiths, Elena D’Onghia, Jason Tumlinson, Ananya Goon Tuli, Lauren Sdun, Stone Gebhart, Katherine Anthony, Bryce Cole, Jacco Th. van Loon, Julia Roman-Duval, Yik Ki Ma, Callum Lynn, Min-Young Lee, Denis Leahy

“…We estimate an outflow mass of M _outflow, Si _ii  ≈ (5.7–8.6)  × 10 ^5 M _⊙ , outflow rate of ${\dot{M}}_{{\rm{outflow}}}\gtrsim 0.02{M}_{\odot }\,{\,\rm{yr}\,}^{-1}$ , and mass loading factor of η  ≳ 0.10 within Δ θ  ≲ 0 $\mathop{.}…”
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Lipid-lowering statins and polyphenol-based supplementation: a scoping review on drug-food interaction potential by Rita Costa, Rita Costa, Rita Costa, Rita Costa, Rita Costa, Carolina Ferreira, Carolina Ferreira, Carolina Ferreira, André Alves, André Alves, André Alves, Sara Nunes, Sara Nunes, Sara Nunes, Sara Nunes, Sara Nunes, Flávio Reis, Flávio Reis, Flávio Reis, João Malva, João Malva, João Malva, Sofia Viana, Sofia Viana, Sofia Viana, Sofia Viana, Sofia Viana

“…BackgroundLifestyle modifications, particularly the adoption of healthy dietary patterns such as the Mediterranean Diet (MedDiet), are foundational in any treatment plan, including for patients prescribed first-line statin therapy for hypercholesterolemia. …”
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A Dynamic Spatio-Temporal Deep Learning Model for Lane-Level Traffic Prediction by Bao Li, Quan Yang, Jianjiang Chen, Dongjin Yu, Dongjing Wang, Feng Wan

“…The temporal features are extracted with the gated recurrent unit (GRU). Then, we adaptively fuse spatial and temporal features with the gating mechanism to get the final spatio-temporal features for lane-level traffic prediction. …”
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Integrated Feature-Temporal GAN for Imbalanced Transaction Fraud Detection by Yicen Zheng, Yu Xie, Jiamin Yao

“…IFT-GAN introduces two key innovations: 1) A Feature-Aware Sample Selection (FASS) module that employs Fisher score-based feature ranking and weighted k-means clustering to create a balanced subset enriched with discriminative fraud signatures; and 2) A Temporal Dependency GAN (TD-GAN) architecture employing a novel Time-aware Gated Recurrent Unit (TaGRU) in both the generator and discriminator, explicitly modeling the temporal intervals between transactions through adaptive temporal gating. …”
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Numerical study on ion migration in concrete under the influence of salt solution by Xianyuan Chen, Zhaocai Meng, Xinjiang Zheng, Zirui Gao

“…The findings reveal that the sulfate ion concentration within concrete increases with time but at a decreasing rate, with the compaction process significantly affecting this growth. …”
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Alfvén Wave Propagation in the Io Plasma Torus by P. C. Hinton, F. Bagenal, B. Bonfond

“…Abstract Io, the most volcanically active body in the solar system, fuels a plasma torus around Jupiter with dissociation products of SO2 at a rate of ~1,000 kg/s. We use a combination of in situ Voyager 1 data and Cassini Ultraviolet Imaging Spectrograph observations to constrain a diffusive equilibrium model of the Io plasma torus. …”
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Transient Analysis of a k-out-of-n:G System with N-Policy, Repairmen’s Multiple Vacations, and Redundant Dependency by Wenqing Wu, Yinghui Tang

“…Under such assumptions, the availability, the rate of occurrence of failures, and the reliability of the system are derived in transient regime by applying the quasi-birth-and-death process. …”
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Development of Mobile Social Network Systems Using Real-Time Facial Authentication and Collaborative Recommendations by Hyeong-Joon Kwon, Dong-Ju Kim, Kwang-Seok Hong

“…To verify the proposed system, we performed experiments to determine the recognition rate for a user's facial image on a real-world smartphone and the preference prediction accuracy of a collaborative filtering-based recommendation system. …”
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Computer Aided Diagnostic System for Blood Cells in Smear Images Using Texture Features and Supervised Machine Learning by Shakhawan Hares Wady

“…Identification and diagnosis of leukemia earlier is a contentious issue in therapeutic diagnostics for reducing the rate of death among people with Acute Lymphoblastic Leukemia (ALL). …”
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Federated-Learning-Based Strategy for Enhancing Orbit Prediction of Satellites by Jiayi Tang, Wenxin Li, Qinchen Zhao, Hongmei Chi

“…The server optimizes the global model through the Federated Averaging algorithm, learning more orbital patterns and enhancing accuracy. Experimental results confirm the method’s effectiveness, with a marked increase in prediction accuracy compared to traditional methods, validating federated learning’s advantage. …”
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Enhanced Wind Energy Forecasting Using an Extended Long Short-Term Memory Model by Zachary Barbre, Gang Li

“…The xLSTM model incorporates two key innovations: exponential gating with memory mixing and a novel matrix memory structure. …”
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Sentiment Analysis and Trend Mapping of Hotel Reviews Using LSTM and GRU by Yerik Afrianto Singgalen

“…This study explores applying Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) models for sentiment analysis and trend mapping of hotel reviews, specifically focusing on customer feedback from Hotel Vila Ombak in Lombok, Indonesia. …”
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Phase Wise Classification of Abnormal Gait in Children With Cerebral Palsy Using Hybrid Neural TEMPODE Deep Learning Techniques by Yelle Kavya, S.Sofana Reka

“…The neurological condition known as Cerebral Palsy which affects motor control, frequently results in abnormal gait patterns that have a major negative influence on mobility and quality of life. …”
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DFANet: A Deep Feature Attention Network for Building Change Detection in Remote Sensing Imagery by Peigeng Lu, Haiyong Ding, Xiang Tian

“…Second, we introduce a GatedConv module to improve the network’s capability for building edge detection. …”
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