Gamma-Glutamyl Transferase: A Friend against Cholestatic Itch? A Retrospective Observational Data Analysis in Patients with Extrahepatic Cholestasis by Floris W. Haijer, Cornelis B. Van Vliet, Marjolein G. J. Brusse-Keizer, Job A. M. Van der Palen, Marjo J. Kerbert-Dreteler, Jeroen J. Kolkman

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Research on Fuzzy Control of Methanol Distillation Based on SHAP (SHapley Additive exPlanations) Interpretability and Generative Artificial Intelligence by Yuhan Gong, Qinyu Zhang, Yuxian Ren, Zhike Liu, Mohamad Tarmizi Abu Seman

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Leveraging scientific knowledge for technological inventions: insights from knowledge recombination theory by Guiyan Ou, Haodong Chen, Kaili Wang, Jiang Wu

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Integrating clinical data and genetic susceptibility to elucidate the relationship between systemic lupus erythematosus and human cytomegalovirus infection by Xin Luo, Liuliu Quan, Qingting Lin, Huiteng Rong, Yue Liu, Jiaqi Meng, Xin You

“…MR analyses of inverse-variance weighted, weighted mean, MR-Egger, and weighted mode revealed that patients with SLE were at a higher risk of developing HCMV infection (P < 0.05). …”
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Explainable machine learning-driven models for predicting Parkinson’s disease and its prognosis: obesity patterns associations and models development using NHANES 1999–2018 data... by Jiaxin Fan, Shuai Cao, Hang Peng, Yuanjie Zhi, Shuqin Zhan, Rui Li

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Prognostic analysis of sepsis-induced myocardial injury patients using propensity score matching and doubly robust analysis with machine learning-based risk prediction model develo... by Pan Guo, Pan Guo, Li Xue, Fang Tao, Kuan Yang, YuXia Gao, Chongzhe Pei

“…Prognostic evaluation involved propensity score matching, inverse probability weighting, doubly robust analysis, logistic regression, and Cox regression. …”
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Establishing the best step-up treatments for children with uncontrolled asthma despite inhaled corticosteroids: the EINSTEIN systematic review, network meta-analysis and cost-effec... by Sofia Cividini, Ian Sinha, Giovanna Culeddu, Sarah Donegan, Michelle Maden, Katie Rose, Olivia Fulton, Dyfrig Hughes, Stephen Turner, Catrin Tudur Smith

“…We asked all researchers to share the data they had originally collected with us and combined results using a network meta-analysis. …”
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THE JUSTIFICATION OF THE EFFICIENCY OF FINANCIAL SUPPORT OF EDUCATION IN THE CONTEXT OF THE NATIONAL ECONOMY DEVELOPMENT by A. Vorontsova, T. A. Vasylieva, T. Mayboroda

“…To fulfil this task, at the first stage the authors formed a set of statistical data covering 14 countries of Central and Eastern Europe for the period 2006—2016, calculations were performed using the STATA 11 complex, a regression analysis with fixed effects and a distribution-lag modeling were selected as the study methods. …”
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Combination of Transformed-means Clustering and Neural Networks for Short-Term Solar Radiation Forecasting by M. Ghayekhloo, M. B. Menhaj

“…The proposed method is a combination of a novel data clustering method,time-series analysis, and multilayer perceptron neural network (MLPNN). …”
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Pareto-driven gradient-boosted Bayesian optimization for multi-objective inverse design of Aerogel-cement-EPS panels in small-sample regimes by Lu Lu, Anming Bai, Haodong Wang, Wenjia Xi, Shan Yun, Shangbing Gao, Mingming Wang, Xinguo Sun

“…This study addresses the challenges of escaping local optima in traditional engineering design methods and data scarcity during research and development. It proposes a novel multi-objective optimization approach integrating data augmentation, data expansion, gradient-boosted Bayesian optimization, and Pareto front analysis. …”
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Improving Soil Heavy Metal Lead Inversion Through Combined Band Selection Methods: A Case Study in Gejiu City, China by Ping He, Xianfeng Cheng, Xingping Wen, Yi Cao, Yu Chen

“…Additionally, spectral response analysis identified 22 common bands essential for Pb content inversion. …”
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Inverse association between dietary fiber intake and gallstone disease in U.S. adults: a cross-sectional study from the NHANES database by Dianbao Zuo, Dianbao Zuo, Ming Sang, Xiaodong Sun, Guoping Chen, Kangkang Ji, Kangkang Ji

“…Furthermore, the analysis of dose–response curves indicated a nearly linear correlation between dietary fiber intake and the risk of gallstone development.ConclusionDietary fiber intake is inversely associated with gallstone disease in United States adults. …”
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Cytokine Gene Variants as Predisposing Factors for the Development and Progression of Coronary Artery Disease: A Systematic Review by Fang Li, Yingshuo Zhang, Yichao Wang, Xiaoyan Cai, Xiongwei Fan

“…A systematic review and meta-analysis were conducted using Pubmed, EMBASE, WOS, CENTRAL, CNKI, CBM, Weipu, WANFANG Data and Google Scholar databases for relevant literature published up to September 2024. …”
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Highly multiplexed molecular inversion probe panel in Plasmodium falciparum targeting common SNPs approximates whole-genome sequencing assessments for selection and relatedness by Karamoko Niaré, Karamoko Niaré, Rebecca Crudale, Abebe A. Fola, Abebe A. Fola, Neeva Wernsman Young, Victor Asua, Victor Asua, Melissa D. Conrad, Pierre Gashema, Anita Ghansah, Stan Hangi, Deus S. Ishengoma, Deus S. Ishengoma, Jean-Baptiste Mazarati, Ayalew Jejaw Zeleke, Philip J. Rosenthal, Abdoulaye A. Djimdé, Abdoulaye A. Djimdé, Jonathan J. Juliano, Jonathan J. Juliano, Jonathan J. Juliano, Jeffrey A. Bailey, Jeffrey A. Bailey

“…While these microhaplotypes were developed based on variations from Sub-Saharan African WGS data, 59.3% (2,529) of SNPs were also common in Southeast Asia. …”
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Modeling saturation exponent of underground hydrocarbon reservoirs using robust machine learning methods by Abhinav Kumar, Paul Rodrigues, A. K. Kareem, Tingneyuc Sekac, Sherzod Abdullaev, Jasgurpreet Singh Chohan, R. Manjunatha, Kumar Rethik, Shivakrishna Dasi, Mahmood Kiani

“…A well-known outlier detection algorithm is applied on the gathered data to assess the data reliability before model development. …”
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Analysis of a Summer Convective Precipitation Event in the Shanghai Region Using Data from a Novel Single-Polarization X-Band Phased-Array Radar and Other Meteorological Observatio... by Xiaoqiong Zhen, Hongbin Chen, Xuehua Fan, Hongrong Shi, Haojun Chen, Wanyi Wei, Jie Fu, Shuqing Ma, Ling Yang, Jianxin He

“…A detailed analysis of reflectivity, divergence, and vorticity in the AWR’s overlapping detection areas shows that, during the development and mature stages of the cell’s lifecycle, the volume of echoes with Z > 25 dBZ consistently increases, whereas echoes with Z > 45 dBZ grow in an oscillatory pattern, reaching five peaks. …”
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Thermal, morphological and surface properties of composite materials with perlite reinforcement by Bilgiç Ceyda, Karakehya Naile, Voelkel Adam

“…The perlite/ /polymer nanocomposites were characterized using X-ray diffraction (XRD) analysis, thermogravimetric analysis (TGA), Fourier-transform infrared spectroscopy (FTIR), inverse gas chromatography (IGC), field emission scanning electron microscopy (FE-SEM) and transmission electron microscopy (TEM). …”
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Prevalence of low back pain in hemodialysis patients: A systematic review and meta-analysis with Grading of Recommendations Assessment, Development, and Evaluation evidence classif... by Marcospaulo Viana Milagres, Juliano Bergamaschine Mata Diz, Alfredo Chaoubah

“…Methods: Systematic review and meta-analysis with Grading of Recommendations Assessment, Development, and Evaluation approach for quality of evidence. …”
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Internet of Things-Cloud Control of a Robotic Cell Based on Inverse Kinematics, Hardware-in-the-Loop, Digital Twin, and Industry 4.0/5.0 by Dan Ionescu, Adrian Filipescu, Georgian Simion, Adriana Filipescu

“…A SCADA application is also deployed, serving as a DT operator panel for process monitoring and simulation. Cloud data collection, analysis, supervising, and synchronizing DT tasks are also integrated and explored. …”
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Analysis of the trend of changes in density and the nature of the distribution of pore channels by size using complex modeling by Maxim O. Mikhailov, Lyubov S. Kuleshova, Rasul T. Akhmetov, Ruslan A. Gilyazetdinov

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