Integrated OVMD-BiGRU-SMAC Framework for Forecasting Construction Accidents in the Kingdom of Saudi Arabia by Badr T. Alsulami, Afaq Khattak

“…These IMFs are individually forecasted using Bidirectional Gated Recurrent Unit (BiGRU) models, which are capable of learning sequential patterns in both temporal directions. …”
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Memory-augment graph transformer based unsupervised detection model for identifying performance anomalies in highly-dynamic cloud environments by Huangyining Gao, Ruyue Xin, Peng Chen, Xi Li, Ning Lu, Peng You

“…Additionally, we introduce a novel dynamic gated memory module to guide the Transformer encoder in extracting hidden features, thereby enhancing the model’s robustness to varying data patterns in dynamic cloud environments. …”
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Tasas de desnitrificación en una laguna costera tropical, la Ciénaga Grande de Santa Marta, Mar Caribe, Colombia by Herrera Martínez Yimy, Campos Néstor H., Ramírez Triana Gustavo

“…The rates of denitrification were measured as flows of N₂O in two sites in the Ciénaga Grande de Santa Marta as a first step toward the identification of the patterns of this process in tropical coastal lagoons of Colombia. …”
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Design and Testing of Miniaturized Electrically Driven Plug Seedling Transplanter by Meng Chen, Yang Xu, Changjie Han, Desheng Li, Binning Yang, Shilong Qiu, Yan Luo, Hanping Mao, Xu Ma

“…In the field test, at three transplanting speeds of 80 plants/min, 100 plants/min, and 120 plants/min, the transplanting success rates were 94.17%, 90.83%, and 88.33%, respectively. …”
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Identification of clusters related to programmed cell death and potential prognostic biomarkers for immunotherapy response in endometrial cancer by Shan Lu, Yiyun Wei, Liuyan Chen, Jinlian Cheng, Liuyan Qin, Xuemei Lu, Lihong Pang

“…Abstract Endometrial cancer (EC) is one of the few malignancies with increasing incidence and mortality rates. Targeted therapy and immunotherapy have become pivotal treatment strategies for EC patients. …”
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Analysis of common respiratory pathogens and epidemiological trends during peak influenza seasons in Tengzhou by Huiping Ma, Jinghai Hou, Jing Wang, Zhaolin Yuan, Sijin Man

“…Statistical analyses were performed to evaluate infection patterns and their associations with age and other variables. …”
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A four-year, mixed-family and community-based growth monitoring and promotion program using multi-level modeling to address undernutrition in children in Cambodia by Po-Yen Liu, Yen-Ting Lin, Yee-Hsuan Chiou, Maw-Sheng Lee

“…At baseline, children older than 12 months had significantly lower height-for-age (HAZ) and weight-for-age (WAZ) scores, as well as higher rates of stunting and wasting, compared to younger children. …”
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Incompatible Aedes aegypti male releases as an intervention to reduce mosquito population-A field trial in Puerto Rico. by Liliana Sánchez-González, Jacob E Crawford, Laura E Adams, Grayson Brown, Kyle R Ryff, Mark Delorey, Jose Ruiz-Valcarcel, Nicole Nazario, Nexilianne Borrero, Julieanne Miranda, Sara N Mitchell, Paul I Howell, Johanna R Ohm, Charlie Behling, Brian Wasson, Craig Eldershaw, Bradley J White, Vanessa Rivera-Amill, Roberto Barrera, Gabriela Paz-Bailey

“…However, mark-release-recapture assessments suggest that male daily survival rates in the field may have been significantly impacted. …”
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Continuous aspirin treatment improves cardiovascular events and all-cause mortality in hemodialysis patients with peripheral artery disease by Chung-Kuan Wu, Noi Yar, Yun-Yi Chen

“…Kaplan–Meier analysis revealed that event-free rates of PTA, cardiovascular events, and all-cause mortality of patients with high MPR and continuous aspirin treatment were the highest among the three groups (p < 0.05).Conclusion Among HD patients with PAD, high MPR and continuous aspirin use significantly reduced the risk of PTA, surgical bypass, cardiovascular events, and all-cause mortality and improved the event-free rates of PTA, cardiovascular events, and all-cause mortality during long-term follow-up.…”
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Global burden and risk factors of childhood cardiovascular disease (1990–2021) by Caixia Hou, Nan Zhang, Chao Liu, Weijun Gao

“…Gender and age analyses revealed higher incidence and mortality rates among female children compared to males, with the 10–14 age group being the most affected. …”
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Application of Array Imaging Algorithms for Water Holdup Measurement in Gas–Water Two-Phase Flow Within Horizontal Wells by Haimin Guo, Ao Li, Yongtuo Sun, Liangliang Yu, Wenfeng Peng, Mingyu Ouyang, Dudu Wang, Yuqing Guo

“…An array capacitance arraay tool (CAT) was employed to measure water holdup under varying total flow rates and water cuts in a horizontal well experimental setup. …”
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Artificial intelligence-based prediction of treatment failure and medication non-adherence in overactive bladder management by Mert Başaranoğlu, İsa Kamil Taşdemir, Erdem Akbay, Hasan Erdal Doruk

“…Key predictive factors included early changes in bladder wall thickness (OR: 3.82, 95% CI: 2.14–6.81), diabetes duration > 7 years (OR: 2.73, 95% CI: 1.58–4.72), and urgency improvement < 25% (OR: 2.94, 95% CI: 1.76–4.92). Treatment failure rates varied significantly among pathological subgroups, with highest rates in diabetic neuropathy (42.8%) and lowest in idiopathic OAB (28.6%, p = 0.024). …”
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Natural Occlusion-Based Backdoor Attacks: A Novel Approach to Compromising Pedestrian Detectors by Qiong Li, Yalun Wu, Qihuan Li, Xiaoshu Cui, Yuanwan Chen, Xiaolin Chang, Jiqiang Liu, Wenjia Niu

“…Through ablation studies, we further investigate the impact of key parameters such as trigger patterns and poisoning rates on attack effectiveness. …”
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Global, regional, and national burden of endocarditis, 1990−2021: a systematic analysis of the GBD 2021 study by Ji Feng, Peng Liu, Hailong Li, Hong Chen, Qiwei Shen, Hualong Liu, Jinzhu Hu

“…Its global epidemiological patterns and long-term trends have not been comprehensively characterized. …”
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Utility of Nasal Debridement Following Pediatric Functional Endoscopic Sinus Surgery: A Scoping Review by Jeeho D. Kim, Bastien A. Valencia-Sanchez, Beau Hsia, Saif A. Alshaka, Gabriel Bitar, Vijay A. Patel

“…The most common indication for FESS was chronic rhinosinusitis or recurrent sinus infections while that for SLED under general anesthesia varied from institutional practice patterns to surgeon preference. No meaningful comparison of outcomes was possible as the “success rates” of FESS with or without SLED were largely based on unvalidated questionnaires and equally subjective surgeon assessments. …”
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Dynamic interactions of COVID-19 incidences, mobility, and social distancing policies in seoul: A VAR model approach by Zeyu Hu, Won Chang, Youngook Jang, Youngji Jo, Jaehun Jung

“…Social distancing policies had minimal direct effects on incidence rates but indirectly reduced them by decreasing mobility. …”
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Spatio-Temporal Dynamics of Sediment Transport Pathways: Sand Apron Bars and Islands of Tokelau and Kiribati, Central Pacific by Eugene C. Rankey, Tion Uriam, Mika Perez

“…Although there is general agreement that global change will influence low-lying atoll islands, considerable uncertainty remains concerning the nature, rates, and causes of morphological change (or, conversely, the stability) of islands. …”
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Seasonal and hospital settings variations in antimicrobial resistance among clinical isolates from cardiac patients: insights from a 7-Year study by Muhammad Umer Asghar, Arsalan Haseeb Zaidi, Muhammad Tariq, Noor Ul Ain

“…Age and sex significantly influenced pathogen isolation rates. The multiple antibiotic resistance (MAR) index was highest for S. aureus isolates between 2017 and 2019, which showed complete resistance to vancomycin and oxacillin. …”
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Mapping the Spatiotemporal Evolution of Cropland-Related Soil Erosion in China over the Past Four Decades by Yitian Xie, Tianyuan Zhang, Zhiqiang Zhang, Xudong Wu

“…In addition, grains showed the highest erosion rates, whereas fiber crops were revealed with the lowest erosion rates. …”
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Machine learning models for predicting multimorbidity trajectories in middle-aged and elderly adults by Li Yao, Qiaoxing Li, Zihan Zhou, Jiajia Yin, Tingrui Wang, Yan Liu, Qinqin Li, Lu Xiao, Dongliang Yang

“…The study identified three key factors—baseline disease counts, self-rated Activities of Daily Living (ADL), and self-rated health status—as critical predictors of multimorbidity trajectories.…”
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