Experimental study on nonlinear hygroscopic and strength behavior of mudstone under coupled temperature and humidity conditions for underground engineering by Weisheng Zhao, Lijun Han, Shuai Yan, Wei He

“…The results indicated that the equilibrium water content (EWC) exhibited a three-stage growth pattern with increasing humidity: rapid growth (0‒20% RH), slow growth (20‒60% RH), and accelerated growth (60‒100% RH), whereas it decreased with increasing temperature, although the rate of decrease slowed progressively. …”
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Elderly patients undergoing laparoscopic radical cystectomy benefit from dynamic D-dimer measurement in combination with vascular ultrasonography: reduction of VTE risk and improve... by Wenbo Gao, Haihong Ye, Yangkai Xu

“…The incidence of VTE event, major postoperative complications, major bleeding rate, and evaluation of activities of daily living within 30 days postoperatively were compared.ResultsThe preoperative and intraoperative parameters were similar between the two groups. …”
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Impact of Caspase3/GSDME-Mediated Pyroptosis on Tumor Immune Microenvironment and Clinical Prognosis Across Multiple Cancers by Huang Y, Liu J, Lin C, Zhu Q, Wu L

“…Its uncontrolled growth pattern and metastasis characteristics are the fundamental reasons for the high mortality rate of cancer and its current incurability. …”
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IMPAIRED REGULATORY MECHANISMS OF THE mTOR SIGNALING PATHWAY IN OSTEOARTHROSIS by Elena Vasilyevna Chetina, E A Bratygina, E M Zaitseva, E P Sharapova, A L Alekseyeva, N V Demin, S A Makarov

“…Objective: to study the pattern of impaired regulatory mechanisms of the mammalian target of rapamycin (TOR) signaling pathway, by monitoring gene expression in the blood of patients with osteoarthrosis (OA) at different stages of the disease. …”
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Etiology, antibiotic susceptibility and prognostic factors of pediatric community-acquired sepsis in Addis Ababa, Ethiopia by Abel Abera Negash, Daniel Asrat, Workeabeba Abebe, Tewodros Hailemariam, Andualem Wubete, Abraham Aseffa, Mario Vaneechoutte

“…We sought to determine the etiology, role of Streptococcus pneumoniae, antibiotic susceptibility pattern, and prognostic factors in children with CAS in Addis Ababa, Ethiopia. …”
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Nonlinear association between AST/ALT ratio and 28-day all-cause mortality following ICU admission in critically ill cirrhotic patients: a retrospective cohort study by Zhigang Xu, Baohong Xu

“…Results The study involved 2,090 critically ill liver cirrhosis patients, averaging 59.1 years old, with 65% male and a 28-day post-ICU admission mortality rate of 29%. The AST/ALT ratio was linked to mortality risk (adjusted odds ratio (OR) 1.1, 95% confidence interval (CI) 1.0–1.2; p = 0.015), showing a nonlinear pattern with a critical point at 3.6. …”
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Advances in application of ultrasound in diagnosis of diabetic nephropathy by GUO Juan, YANG Zhifang, JI Ri

“…As the global incidence rate of diabetes continues to rise, the clinical diagnosis and treatment of DN have become increasingly critical. …”
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Hyper-induction of IL-6 after TLR1/2 stimulation in calves with bovine respiratory disease. by Cian Reid, John Donlon, Aude Remot, Emer Kennedy, Giovanna De Matteis, Cliona O'Farrelly, Conor McAloon, Kieran G Meade

“…ROC analysis identified this induced IL-6 response to TLR1/2 stimulation as a potential diagnostic for BRD with a 74% true positive and 5% false positive detection rate for an IL-6 concentration >1780pg/mL. Overall, these results show altered immune responses specifically upon TLR1/2 activation is associated with BRD pathology which may contribute to disease progression. …”
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Trypanosoma dionisii in China: ecology and tentative epidemiology by Qin Liu, Mu-xin Chen, Yu-chun Cai, Yuan-yuan Li, Zi-yi Wang, Yun-hai Guo, Yu-wan Hao, Jing-bo Xue, Yi-dan Jing, Fan-na Wei, Yong-bin Wang, Yue-jin Li, Hai-fang Wang, Jun-ling Sun, Ya-li Wang, Gang Wang, Na Wang, Nai-li Guo, Jian-cun Fang, Wei-xiao Chen, Xun-ming Zhou, Yang Yu, Yi Zhang, Jun-hu Chen, Qiang Wang, Shi-zhu Li, Ge Yan, Qun Li

“…Although no evidence of a high risk for human epidemic was found, the widespread presence of this parasites in bat species and a relatively high infection rate observed in the surveyed cats and dogs emphasize the emerging threat it poses to human health. …”
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MSA-GCN: Exploiting Multi-Scale Temporal Dynamics With Adaptive Graph Convolution for Skeleton-Based Action Recognition by Kowovi Comivi Alowonou, Ji-Hyeong Han

“…On the other hand, the TMST module integrates a Gated Multi-stage Temporal Convolution (GMSTC) with a Temporal Multi-Head Self-Attention (TMHSA) to capture global temporal features and accommodate both long-term and short-term dependencies within action sequences. …”
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GT-SRR: A Structured Method for Social Relation Recognition with GGNN-Based Transformer by Dejiao Huang, Menglei Xia, Ruyi Chang, Xiaohan Kong, Shuai Guo

“…In order to overcome these restrictions, this essay suggests a SRR model that integrates Gated Graph Neural Network (GGNN) and Transformer. …”
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Improving the prediction of streamflow in large watersheds based on seasonal trend decomposition and vectorized deep learning models by Ningchang Kang, Zhaocai Wang, Anbin Zhang, Hang Chen

“…These components are then modeled independently: long short-term memory (LSTM) and convolutional neural networks (CNN) handle trend and seasonal patterns, while gated recurrent units (GRU) and Transformer process residual fluctuations. …”
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Multiscale Convolutional Fusion Network for Efficient Monaural Speech Separation by Rui Yang, Shanliang Pan

“…MSCF first employs dynamic convolution-based downsampling to enhance the multiscale feature representation. Adaptive gating and multiscale convolutions are then utilized to capture complex acoustic patterns. …”
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Mitigating side channel attacks on FPGA through deep learning and dynamic partial reconfiguration by Sesibhushana Rao Bommana, Sreehari Veeramachaneni, Syed Ershad, MB Srinivas

“…Abstract This paper introduces a framework that combines Deep Learning (DL) models and Dynamic Partial Reconfiguration (DPR) in Field Programmable Gate Arrays (FPGA) to mitigate Side Channel Attacks (SCA). …”
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Enhancing Stock Price Forecasting with CNN-BiGRU-Attention: A Case Study on INDY by Madilyn Louisa, Gumgum Darmawan, Bertho Tantular

“…The method applied a hybrid model combining a Convolutional Neural Network (CNN), Bidirectional Gated Recurrent Unit (BiGRU), and an Attention Mechanism (AM) to address the nonlinear, volatile, and noisy characteristics of stock data. …”
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Assessing genetic redundancy and diversity in Colombian cacao germplasm banks using SNP fingerprinting by Jaime A. Osorio-Guarín, Jhon A. Berdugo-Cely, Gina A. Garzón-Martínez, Deisy Lisseth Toloza-Moreno, Paola Delgadillo-Duran, Eliana Y. Báez-Daza, Lyndel W. Meinhardt, Sunchung Park, Dapeng Zhang, Roxana Yockteng, Roxana Yockteng

“…Our results revealed that both collections exhibit a similar pattern of genetic diversity. However, a medium rate of mislabeling (12.4%) and high genetic redundancy (53.1%) were detected, likely due to errors in collecting, introduction, pre-planting labeling, and the use of rootstocks. …”
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Prevalence and sequence of chronic conditions in older people with dementia: a multi-province, population-based cohort study by Susan E. Bronskill, Azmina Artani, Laura C. Maclagan, Xuesong Wang, Hannah Chung, J. Michael Paterson, Andrea Gruneir, Karen A. Phillips, Rasaq Ojasanya, Xibiao Ye, Kayla McLean, Fernanda Ewerling, Claire Godard-Sebillotte, Victoria Massamba, Louis Rochette, Isabelle Vedel, Larry Shaver, Catherine Pelletier, Colleen J. Maxwell

“…MethodsWe analyzed data from the 2019 Canadian Community Health Survey on the self-rated ability of adults and youth (N = 60 643; 12+ years) to cope with unexpected or difficult problems and day-to-day demands along with three PMH outcomes: selfrated mental health (SRMH), happiness and life satisfaction. …”
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A Robust Framework for Bamboo Forest AGB Estimation by Integrating Geostatistical Prediction and Ensemble Learning by Lianjin Fu, Qingtai Shu, Cuifen Xia, Zeyu Li, Hailing He, Zhengying Li, Shaoyang Ma, Chaoguan Qin, Rong Wei, Qin Xiang, Xiao Zhang, Yiran Zhang, Huashi Cai

“…Furthermore, SHAP analysis provided mechanistic insights, identifying the canopy photon rate as the dominant predictor and quantifying the ecological thresholds governing AGB distribution. …”
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Kevlar/Basalt and Kevlar/Glass Intra‐Ply Reinforced Hybrid Composites: Influence of Basket Weave Fabric Structure on Thermal Properties, Flammability, and Impact Performance by Mahdi Hosseini, Milan Gaff, Petr Konvalinka, Haitao Li, Hynek Maňák, Jensin Joshua, Ahmad Hosseini, Krishna Teja, S. Yogeswari, Pritam Ghosh, M. Chandrasekar

“…Flammability tests showed that all composites had a burn rate below 10 mm/min, meeting standard safety criteria. …”
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Anthropogenic Activities Dominate Vegetation Improvement in Arid Areas of China by Yu Guo, Xinwei Wang, Hongying Cao, Qin Peng, Yunshe Dong, Yunchun Qi, Jian Liu, Ning Lv, Feihu Yin, Xiujin Yuan, Mei Zeng

“…The results indicated that (1) overall vegetation cover was low (averaged peak FVC = 0.191), showing a spatial pattern of higher values in the northwest and lower values in the southeast; high FVC values were primarily observed in mountainous areas and river corridors; (2) the annual peak FVC increased significantly at a rate of 0.0508 yr⁻¹, with 33.72% of the region showing significant improvements and 5.49% degradation; (3) the spatial pattern of FVC was shaped by the distribution of land use types (59.46%), while the temporal dynamics of FVC were driven by land use changes (16.37%) and the land use intensity (37.56%); (4) both the spatial pattern and the temporal dynamics were limited by the environmental conditions. …”
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