Rapid detection and quantification of Nile Red-stained microplastic particles in sediment samples by Masashi Tsuchiya, Tomo Kitahashi, Yosuke Taira, Hitoshi Saito, Kazumasa Oguri, Ryota Nakajima, Dhugal J. Lindsay, Katsunori Fujikura

“…To estimate the contamination levels and distribution patterns, and develop countermeasures, the amount of MPs must be understood. …”
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Behaviour of post released translocated greater one-horned rhinoceros (Rhinoceros unicornis) at Manas National Park, Assam, India by Deba Dutta, Amit Sharma, Rita Mahanta, Anindya Swargowari

“…There was no drastic difference between behaviour patterns of translocated rhinos at Manas National Park and those of resident rhinos in Assam and Nepal. …”
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Investigation of corrosion void formation in a Ni-based alloy under simulated MSW incineration condition by Xinxin Wu, Terrence Wenga, Wenchao Ma

“…Therefore, in this study, corrosion void formation and migration mechanism on a newly designed alloy (Ni–28Cr–13Al–5W-0.06B-0.005C) was investigated and the corrosion rate of the alloy was compared with that of Ni–20Cr alloy under simulated municipal solid waste (MSW) incineration conditions at 600 °C. …”
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Interplay between C-reactive protein responses and antibiotic prescribing in people with suspected infection by Qingze Gu, Kevin Yuan, Jia Wei, Chang Ho Yoon, Anders Skyrud Danielsen, Augustine Luk, David W. Eyre, A. Sarah Walker

“…Here we investigated the association between serial CRP percentile changes, antibiotic prescribing patterns, and patient outcomes in a large cohort with suspected infection, acknowledging that CRP is one of multiple factors in clinical decision-making. …”
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Assessing the Impact of Land Use Changes on Ecosystem Service Values in Coal Mining Regions Using Google Earth Engine Classification by Shi Chen, Jiwei Qin, Shuning Dong, Yixi Liu, Pingping Sun, Dongze Yao, Xiaoyan Song, Congcong Li

“…We employed a random forest algorithm to classify land use patterns and calculated key indices—including the normalized difference vegetation index (NDVI), normalized difference built-up index (NDBI), enhanced vegetation index (EVI), and bare soil index (BSI)—which were combined with topographic features. …”
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Tracking Pelagia noctiluca scyphomedusae by combining modeling and stable isotope approaches by Isabella D’Ambra, Isabella D’Ambra, Simona Saviano, Maria Assunta Ambrosio, Vincenzo Botte, Daniele Iudicone, Maria Grazia Mazzocchi, Louise Merquiol, Louise Merquiol, Louise Merquiol, Daniela Cianelli

“…Simulations indicated that surface circulation patterns promoted the permanence of medusae within the coastal area, particularly in summer. …”
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Gender differences in eating habits and sports preferences across age groups: a cross-sectional study by Stefania Gorini, Elisabetta Camajani, Edda Cava, Alessandra Feraco, Andrea Armani, Isaac Amoah, Tiziana Filardi, Xinyan Wu, Rocky Strollo, Massimiliano Caprio, Elvira Padua, Mauro Lombardo

“…This study examines gender-specific patterns in eating behaviours, sport preferences and body composition metrics, with the aim of providing evidence for tailored public health interventions. …”
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Adipose-derived mesenchymal stem cell-supported ciprofloxacin therapy effectively protects the kidney parenchyma and functional integrity against acute pyelonephritis damage in rod... by Chih-Chao Yang, Ya Yue, Pei-Lin Shao, Ben-Chung Cheng, Tsuen-Wei Hsu, Yi-Ling Chen, Sheung-Fat Ko, Hon-Kan Yip, Mel S. Lee

“…The upstream inflammatory signaling (toll-like receptor-4, myeloid differentiation primary response 88, tumor necrosis factor receptor associated factor 6 and nuclear factor-kappa B) and downstream inflammatory signaling (tumor necrosis factor-alpha, interleukin-1 beta and interleukin-6) biomarkers exhibited identical patterns of kidney injury scores among the groups (all P < 0.0001). …”
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Deep learning driven prediction and comparative study of surrounding rock deformation in high speed railway tunnels by Zeping Yang, Zhikai Cheng, Da Wu

“…The methodology incorporates quadratic exponential smoothing for outlier mitigation, followed by sequential feature extraction using convolutional neural networks (CNNs) and bidirectional gated recurrent units (GRUs). Comparative experiments demonstrate the model’s superiority over conventional architectures including RNN, LSTM, GRU, and CNN-GRU. …”
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Forecasting Sales in Live-Streaming Cross-Border E-Commerce in the UK Using the Temporal Fusion Transformer Model by Qi Zhang, Xue Li, Pengbin Gao

“…Our multimodal approach integrates diverse time series data, including historical sales, key opinion leader (KOL) influence, and seasonal patterns. The Temporal Fusion Transformer (TFT) model demonstrated consistently lower Mean Absolute Error (MAE), Root Mean Squared Error (RMSE), and Mean Squared Error (MSE) across all forecasting horizons compared to other machine learning approaches, including Long Short-Term Memory (LSTM), Convolutional Neural Networks (CNN), and Gated Recurrent Unit(GPU)-accelerated architectures. …”
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A clustering-based federated deep learning approach for enhancing diabetes management with privacy-preserving edge artificial intelligence by Xinyi Yang, Juan Li

“…We develop tailored models that enhance prediction accuracy by clustering patients based on carbohydrate (CHO) intake patterns. Utilizing Simple Recurrent Neural Network (SimpleRNN) and Gated Recurrent Unit (GRU) methods, the study evaluates the performance of local patients who contribute to training the cluster and global (non-cluster) models. …”
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Anomaly Detection in Network Traffic via Cross-Domain Federated Graph Representation Learning by Yanli Zhao, Zongduo Liu, Junjie Pang

“…Traditional detection approaches typically rely on statistical features while overlooking the interaction patterns and structural dependencies among traffic flows. …”
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Molecular mechanism and biological pathway of high-expressed RAD51 in regulating cell adhesion and potentially affecting oral squamous cell carcinoma by Yu-Xing Tang, Yu-Yan Pang, Yan Cui, Guo-Jiao Wu, Lin-Qing Huang, Chang-Zhan Zhou, Bin Li, Qi Li, Bang-Teng Chi, Rong-Quan He, Di-Yuan Qin, Jian-Di Li, Gang Chen, Dong-Ming Li, Yi-Wu Dang

“…However, its multi-platform expression patterns and functional role in cell adhesion within the context of OSCC have not yet been comprehensively validated. …”
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Enhancing the accuracy of mental health assessments through the integration of self-report and objective measures: A convergence study utilizing biosignals and 14-day wearable data by Nayeon Kwon, Dongwon Lee, Soree Hwang, Soomin Yang, Inchan Youn, Hyuk-June Moon, Sungmin Han

“…Participants performed a laboratory-based mental arithmetic task designed to induce acute stress while their electrocardiogram (ECG) was recorded to extract heart rate variability (HRV) features. Additionally, they wore a smartwatch for 14 consecutive days to monitor stress levels multiple times daily, as well as continuous sleep and activity patterns. …”
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Research on process optimization and trajectory planning of EA4T axle robot grinding by Feng ZHANG, Zhongli FENG, Feng XU, Deming ZHANG, Xiangrui ZENG, Jianwei MA, Shilei ZHANG

“…The grinding force, feed rate and spindle speed corresponding to the optimal grinding process parameters are entered into the control system. …”
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Deep Temporal and Structural Embeddings for Robust Unsupervised Anomaly Detection in Dynamic Graphs by Samir Abdaljalil, Hasan Kurban, Rachad Atat, Erchin Serpedin, Khalid Qaraqe

“…Our method successfully captures temporal patterns, making it robust against subtle anomalies and structural changes. …”
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Neural signatures underlying the effect of social structure on empathy and altruistic behaviors by Xia Tian, Zixin Zheng, Renhui Li, Yue-Jia Luo, Chunliang Feng

“…Afterwards, participants rated the pain experienced by these innocents and shared money with other innocents. …”
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Temperature-VPD-evapotranspiration interactions modulated asynchronous dynamics of vegetation photosynthesis and net ecosystem production in Eurasia by Rui Yang, Hao Yuan, Ruohua Du, Litao Zhou, Jianjun Wu, Liang Gao, Ting Mao

“…The results showed that the rate of increase in NEP standardized anomalies (0.004 yr−1, p < 0.05) lagged behind NDVI/SIF/GPP standardized anomalies (0.009 − 0.014 yr−1, p < 0.01), particularly after 2000, and it was more pronounced in drylands. …”
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Epidemiology and Genetic Evolutionary Analysis of Influenza Virus Among Children in Hainan Island, China, 2021–2023 by Meng Chang, Shengjie Shi, Yan Jin, Gaoyu Wang, Ruoyan Peng, Jing An, Yi Huang, Xiaoyuan Hu, Chuanning Tang, Yi Niu, Xiuying Tian, Wanxin Deng, Cheng Tang, Xiuji Cui, Jasper Fuk-Woo Chan, Yibo Jia, Feifei Yin

“…Results: The findings revealed a significant decrease in the infection rate of IBV over the specified period, while the infection rate of IAV exhibited a rising trend. …”
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CRYPTOCURRENCY TIME SERIES FORECASTING MODEL USING GRU ALGORITHM BASED ON MACHINE LEARNING by Melina Melina, Sukono Sukono, Herlina Napitupulu, Norizan Mohamed, Yulison Herry Chrisnanto, Asep ID Hadiana, Valentina Adimurti Kusumaningtyas

“…The high fluctuation and volatility of cryptocurrency prices and the complexity of non-linear relationships in data patterns attract investors and researchers who want to develop accurate cryptocurrency price forecasting models. …”
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