Association of dust exposure with anxiety and depression in the occupational population: The important role of sleep duration by Zhuoheng Shen, Yue Sun, Yang Li, Qi Zhang, Yifei Liu, Jiyan Han, Jiafei Yang, Jiangping Li, Zhiyun Ha, Yaowen Yang, Zhihong Liu, Suzhen Guan, Jian Sun

“…Generalized additive models (GAM) were constructed to explore the nonlinear relationships between dust exposure duration, sleep duration, and mental health outcomes. …”
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Prediction of Cisplatin‐Induced Acute Kidney Injury Using an Interpretable Machine Learning Model and Electronic Medical Record Information by Kaori Ambe, Yuka Aoki, Miho Murashima, Chiharu Wachino, Yuto Deki, Masaya Ieda, Masahiro Kondo, Yoko Furukawa‐Hibi, Kazunori Kimura, Takayuki Hamano, Masahiro Tohkin

“…The CatBoost classification model was constructed with 29 explanatory variables, including laboratory values, concomitant medications, medical history, and cisplatin administration information. …”
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Machine learning model and nomogram to predict the risk of heart failure hospitalization in peritoneal dialysis patients by Liping Xu, Fang Cao, Lian Wang, Weihua Liu, Meizhu Gao, Li Zhang, Fuyuan Hong, Miao Lin

“…The optimal ML algorithm was used to construct the models to predictive the risk of the HF and all-cause mortality. …”
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A Fast Parallel Processing Algorithm for Triangle Collision Detection Based on AABB and Octree Space Slicing in Unity3D by Kunthroza Hor, Nak-Jun Sung, Jun Ma, Min-Hyung Choi, Min Hong

“…Although leveraging CPU for computational speed improvements has gained significant recognition in recent years, this study distinguishes by tracking 3D geometry bounding volume hierarchy (BVH) constructed in a spatial decomposition structure with a focus on Octree-based Axis-Aligned Bounding Box (AABB) structure in 3D scene to compute collision detection to swiftly reject disjoint objects and minimize the number of triangle primitives that need to be processed and then the Möller method is utilized to compute precise triangle primitives, further enhancing the efficiency and precision of the collision detection process. …”
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M6a demethylase FTO regulates the oxidative stress, mitochondrial biogenesis of cardiomyocytes and PGC-1a stability in myocardial ischemia-reperfusion injury by Qiong Jiang, Xuehai Chen, Kezeng Gong, Zhe Xu, Lianglong Chen, Feilong Zhang

“…Studying the molecular mechanism of MIRI and discovering new targets are crucial for the future treatment of MIRI.Methods We constructed the MIRI rat model and hypoxia/reoxygenation (H/R) injury cardiomyocytes model. …”
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C-IVAL: A Longitudinal Study of Knowledge Retention and Technology Acceptance in Collaborative Virtual Reality-Based Medical Education by Mohammed Kadri, Fatima-Ezzahra Boubakri, Gwo-Jen Hwang, Fatima Zahra Kaghat, Ahmed Azough, Khalid Alaoui Zidani

“…Post-session feedback analysis showed 73.8% positive responses, highlighting enhanced social presence, immersive engagement, and effective collaboration, with 26.2% of constructive feedback focusing on system refinement and feature enhancement. …”
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Soybean Water Monitoring and Water Demand Prediction in Arid Region Based on UAV Multispectral Data by Shujie Jia, Mingyi Cui, Lei Chen, Shangyuan Guo, Hui Zhang, Zheyu Bai, Yaoyu Li, Linqiang Deng, Fuzhong Li, Wuping Zhang

“…Ten vegetation indices were constructed from multispectral data to explore statistical relationships between vegetation indices, surface soil moisture, canopy leaf water content, and deeper soil moisture. …”
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From shadowing to active learning: exploring the impact of supervised teaching clinics on gynecology education by Sangsang Ren, Hong Zhan, Asanga Fernando, Asanga Fernando, Xiangrong Xu, Weiguo Lu

“…By fostering active learning and delivering constructive feedback, STCs effectively enhance students’ clinical competencies and professional development. …”
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Numerical Simulation Study on Fish Habitats in the Downstream Section of Yangqu Hydropower Station by Qiaoling Zhang, Youjie Ou, Weiying Wang, Guoyong Zhang, Zijun Liu, Shanshan Li, Guodong Li

“…The fish habitat model was constructed using MIKE21. The habitat quality of the target fish species was graded by the fuzzy logic method with suitable flow velocity and water depth as conditions. …”
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An improved ShuffleNetV2 method based on ensemble self-distillation for tomato leaf diseases recognition by Shuiping Ni, Yue Jia, Mingfu Zhu, Mingfu Zhu, Yizhe Zhang, Wendi Wang, Shangxin Liu, Yawei Chen

“…To address this issue, this study proposes an ensemble self-distillation method and applies it to the lightweight model ShuffleNetV2.MethodsSpecifically, based on the architecture of ShuffleNetV2, multiple shallow models at different depths are constructed to establish a distillation framework. Based on the fused feature map that integrates the intermediate feature maps of ShuffleNetV2 and shallow models, a depthwise separable convolution layer is introduced to further extract more effective feature information. …”
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Predicting Factors Affecting the Behavior of Healthcare Employees in the Use of Personal Protective Equipment During Epidemics Based on Godin et al’s Model: A Study in Iran by Milad Ahmadi Marzaleh, Peivand Bastani, Abolfazl Raeyat Mohtashami, Payam Farhadi, Saeed Ghanbari, Ramin Ravangard

“…Conclusion: The results emphasized the necessity of targeted interventions based on the studied model constructs within healthcare organizations. By promoting positive beliefs about PPE effectiveness and encouraging appropriate intentions and behaviors, healthcare organizations can significantly improve employee’s adherence to PPE use during pandemics.…”
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Gut Microbiota as Mediator and Moderator Between Hepatitis B Virus and Hepatocellular Carcinoma: A Prospective Study by Bingren Hu, Yi Yang, Jiangqiao Yao, Ganglian Lin, Qikuan He, Zhiyuan Bo, Zhewei Zhang, Anlvna Li, Yi Wang, Gang Chen, Yunfeng Shan

“…Several ML methods were employed to construct gut microbe‐based models and the predictive performance was evaluated. …”
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Association between the triglyceride glucose index and acute kidney injury following traumatic brain injury by Rujun Pan, Shaojie Li, Baofang Wu, Jiayin Wang, Shanglu Lin, Longjie Chen, De Wei, Hongzhi Gao

“…A significant positive correlation between TyG level and AKI was observed in all three models constructed using multivariate logistic regression. …”
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A Prospective Randomized Study for Comparison of Modified Proximal Femoral Plate with Dynamic Hip Screw System by Jitendra Wadhwani, Ramchander Siwach, Himanshu Bansal, Roop Singh, Pradeep Kamboj, Hemant More

“…It is an angular stable construct with the ability to achieve compression across the fracture site. …”
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Ecological portraits: Mapping functional spectra and space characteristics of birds in China by Fei Duan, Ming Gao, Shuyi Zhu, Xiaoli Shen, Sheng Li

“…Using China’s 1445 bird species, we constructed a comprehensive dataset of their functional traits, encompassing morphological feature, dietary composition, fecundity and space utilization. …”
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DGL-STFA: Predicting lithium-ion battery health with dynamic graph learning and spatial–temporal fusion attention by Zheng Chen, Quan Qian

“…The framework employs multi-scale convolutional neural networks to capture diverse temporal patterns, a self-attention mechanism to construct dynamic adjacency matrices that adapt over time, and a temporal attention mechanism to identify and prioritize key moments that influence battery degradation. …”
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Development of a Japanese version of the patient perceptions of deprescribing – Short form by Mio Kushibuchi, Kenya Ie, Masaki Takahashi, Amy M. Linsky, Steven M. Albert

“…We examined internal consistency and construct validity to determine if the Japanese sample responses reproduce the two subscales in the original SF‐PPoD. …”
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Antiviral Activity and Underlying Mechanism of <i>Moslae herba</i> Aqueous Extract for Treating SARS-CoV-2 by Yan Feng, Qiong Ge, Jian Gao, Zhuoying Wu, Yunyi Zhang, Haiyan Mao, Beibei Wu, Changping Xu

“…The connection between COVID-19 and AEMH was constructed by integrating network pharmacology and transcriptome profiles to seek the core targets. …”
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Dense integration of chlorocatechols crosslinked polyphenylene sulfide solid-state separator for Li metal-free batteries by Haitao Zhou, Lianlu Wan, Jiacheng Han, Jian-Chun Wu, Yihong Deng, Jie Gu, Huanggang Wang, Hongquan Gao, Zilong Su

“…Li metal-free batteries, constructed with this separator, a Sn-plated Cu 10 μm foil anode, and a thick high-nickel cathode dry electrode, exhibit high discharge areal and specific capacities (5 mAh cm−2 and 200 mAh g−1, respectively) and pouch battery device energy density exceeding 440 Wh kg−1. …”
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Identification of the RHD novel allele c. 801+2T>G and study of its effect on RhD phenotype in vitro by JIA Shuangshuang, WEN Jizhi, WEI Ling, ZHANG Runqing, LUO Guangping, JI Yanli

“…Sanger sequencing was used to analyze the sequence of RHD genes and the newly identified splicing site mutations of RHD genes were used to construct pSplicePOLR2G micro gene expression plasmids. …”
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