A Machine Learning Model for Predicting Breast Cancer Recurrence and Supporting Personalized Treatment Decisions Through Comprehensive Feature Selection and Explainable Ensemble Le... by Lee TF, Shiau JP, Chen CH, Yun WP, Wuu CS, Huang YJ, Yeh SA, Chen HC, Chao PJ

“…By identifying individualized recurrence risks through SHAP analysis, the model supports more precise, data-driven clinical decision-making. …”
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Development and evaluation of a soft pneumatic muscle for elbow joint rehabilitation by Mostafa Orban, Mostafa Orban, Mostafa Orban, Kai Guo, Kai Guo, Caijun Luo, Caijun Luo, Hongbo Yang, Hongbo Yang, Karim Badr, Karim Badr, Mahmoud Elsamanty, Mahmoud Elsamanty

“…Elbow joint rehabilitation presents a formidable challenge, underscored by the joint’s complex biomechanics and high vulnerability to injuries and degenerative conditions. …”
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Investigating the relationship between insulin use and all-cause mortality, breast cancer mortality, and recurrence risk in diabetic patients with breast cancer: A comprehensive sy... by Marina V Loktionova, Mahdi Mohammadian, Roya Choopani, Soleiman Kheiri, Abdollah Mohammadian-Hafshejani

“…For breast cancer recurrence, insulin use was associated with a 1.45 (95% CI: 1.19-1.77; P < 0.001; I2 = 3.4%) times higher risk. Sensitivity analysis confirmed the stability of the results across all outcomes.…”
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Change in Fractional Vegetation Cover and Its Prediction during the Growing Season Based on Machine Learning in Southwest China by Xiehui Li, Yuting Liu, Lei Wang

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Test, Modeling, and Vibration Control of a Novel Viscoelastic Multi-Dimensional Earthquake Isolation and Mitigation Device by Zhong-Wei Hu, Zhao-Dong Xu, Yun Tian, Zheng-Han Chen, Jia-Xuan He, Jun Dai, Qi-Song Miao, Xiu-Li Du

“…The existing multi-dimensional isolation devices usually have complex designs and low damping ratios; hence, the stability of structures that incorporate the devices is currently insufficient. …”
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Liquid chromatography-mass spectrometric method for the simultaneous analysis of branched-chain amino acids and their ketoacids from dried blood spot as secondary analytes for the... by Arya Raveendran, Ashutosh Gupta, Leslie E. Lewis, Krishnananda Prabhu, Sudheer Moorkoth

“…Background: Maple syrup urine disease (MSUD) is an aminoacidopathy caused by a defective branched-chain alpha-ketoacid dehydrogenase complex, leading to the accumulation of branched-chain amino acids (BCAAs) and their respective keto acids (BCKAs). …”
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Spatial and temporal characteristics of vegetation phenology in the middle and lower reaches of the Yangtze River and its response to climate by Zhang Shikang, Zhang Wei, Li Xiaotong

“…Based on the EVI dataset, climate parameters were extracted by S-G filtering and dynamic thresholding method and combined with one-way linear regression, stability analysis, and partial correlation analysis to assess the vegetation climate changes and their responses to air temperature, precipitation, sunshine hours, and surface temperature. …”
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About a concept of creating a social network users information aggregation and data processing system by L. V. Rudikova, O. R. Myslivec

“…The developed universal system is based on the information technology of data warehousing, and it has the following aspects: an expandable complex subject area, the integration of stored data that come from various sources, the invariance of stored data in time with mandatory labels, relatively high data stability, the search for necessary trade-off in data redundancy, modularity of individual system units, fl and extensibility of the architecture, high security requirements vulnerable data.The proposed system organizes the process of collecting data and filling the database from external sources. …”
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Exploring the relationship between metal ion valency and electron transfer in copigmentation processes of cyanidin-3-O-glucoside in simulated fruit wine solutions by Bo Zhang, Juan-Di Wu, Qiang Wang, Shu-Yan Wang, Pan-Pan Zhou, Li-Ting Han

“…Theoretical calculations corroborated the experimental results by highlighting the role of metal ions in stabilizing C3OG/metal complexes through electron transfer. …”
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Design and Development of Miniature Measuring Instrument for Parachute Cords Dynamic Load for Stepless Parachute Opening by Wei Liang, Xin Zhao, Pengpeng Wu, Yuxin Li, Shuai Lv

“…The Load Cell is modeled by using SolidWorks 2022 and statically analyzed by using Ansys 2022 R1 Workbench finite element analysis software. Then the final structure of the Load Cell and the pasting position of the strain gauge are determined through the results analysis as well as experimental verification. …”
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Inhibitory effect of Fisetin against the aggregation process of SOD1 E100K mutant: computer-based drug design as a potential therapeutic for ALS disease by Fatemeh Sadat Seyedi Asl, Nasrin Malverdi, Fatemeh Sadat Ataei Kachouei, Fatemeh Zarei, Shamim Ghiabi, Payam Baziyar, Mohsen Nabi-Afjadi

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Loading Response of Segment Lining with Pea-Gravel Grouting Defects for TBM Tunnel in Transition Zones of Surrounding Rocks by Qixing Che, Changyong Li, Xiangfeng Wang, Zhixiao Zhang, Yintao He, Shunbo Zhao

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Agronomical Responses of Elite Winter Wheat (<i>Triticum aestivum</i> L.) Varieties in Phenotyping Experiments Under Continuous Water Withdrawal and Optimal Water Management in Gre... by Dániel Nagy, Tamás Meszlényi, Krisztina Boda, Csaba Lantos, János Pauk

“…Overall, the findings demonstrate that drought tolerance in wheat is governed by complex trait interactions. Integrating a trait-based multivariate analysis with a yield stability assessment enables the identification of genotypes with superior adaptation to water-limited environments, providing an excellent genotype background for future breeding efforts.…”
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Heat management solutions for the space camera: From design to orbital operations by Richa Hu, Min Zhang, Chunlong Liu, Qingwen Wu, Liang Guo

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Network characteristics of comorbid symptoms in alcohol use disorder by Xin Yu, Wen Zhang, Can Wang, Guolin Mi, Xiuzhe Chen, Yanhu Wang, Xu Chen

“…This study aims to analyze comorbidities and their complex relationships in AUD patients through epidemiological surveys and network analysis.Materials and methods Using multi-stage stratified cluster random sampling, we selected 27,913 individuals and identified those with AUD for the study. …”
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Vision-Based Measurement for Quality Control Inspection Integrated Into a Die-Casting Process in Industry 4.0 Era by Romulo Goncalves Lins, Reinaldo Eduardo Dos Santos, Ricardo Gaspar

“…High-pressure die casting (HPDC) is a widely adopted manufacturing process in the automotive industry, renowned for producing complex metal components with high precision and surface quality. …”
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Dissemination characteristics and influencing factors of topic circles in multi-layer public opinion dissemination by Xiaoqian Zhu, Guang Yu, Yinglong Zhang, Ning Ma

“…IntroductionIn recent years, social media has become a pivotal channel for public opinion dissemination, characterized by its multi-topic nature and dynamic complexity.MethodsThis study utilizes data on public health incident dissemination from the Weibo platform as its research sample and, based on a multi-layered network model, proposes a framework for topic circle identification and dynamic network analysis in public opinion dissemination. …”
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Modified Two-Parameter Ridge Estimators for Enhanced Regression Performance in the Presence of Multicollinearity: Simulations and Medical Data Applications by Muteb Faraj Alharthi, Nadeem Akhtar

“…Each new estimator depends on two shrinkage parameters, <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>k</mi></mrow></semantics></math></inline-formula> and <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>d</mi></mrow></semantics></math></inline-formula>, making the theoretical analysis complex. To address this, we employ Monte Carlo simulations to rigorously evaluate and compare these new estimators with OLS and other existing ridge estimators. …”
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Infusing Harvest Plus lines into commercial cultivars: Impact on grain yield and micronutrient content in wheat (Triticum aestivum L.) by Ashish Sheera, Tuhina Dey, Nashra Aftab, Jogendra Singh, Vijayata Singh, Rebekah Nisha, Bikram Singh

“…Significant genetic interactions were observed for all traits, indicating that a simple genetic model is insufficient to explain trait inheritance. Analysis of variance showed that generation mean squares were significant for all traits, leading to the application of generation mean analysis for each trait. …”
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In Silico and in vitro evaluation of the anticancer effect of a 1,5-Benzodiazepin-2-One derivative (3b) revealing potent dual inhibition of HER2 and HDAC1 by Nada S. Al-Theyab, Ahmad H. Bakheit, Sanae Lahmidi, Mohammed Mufadhe Alanazi, Awadh M Ali, Khalil Azzaoui, El Mokhtar Essassi, Joel T. Mague, Mohamad Hefnawy, Mohammed Mater Alanazi, Ashwag S. Alanazi

“…Molecular docking was used to study the possible types of interactions while molecular dynamics simulations were conducted to estimate the protein–ligand complex’s stability and dynamic behavior. Results demonstrated that 3b is a potent dual inhibitor of HER2 and HDAC1 with IC50 values of 0.023 and 0.041 nM, respectively. …”
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