Association between triglyceride-glucose related indices and at-risk NASH in U.S. adults with NAFLD: results from NHANES 2017-2020 by Hanchen Ma, Wenjie Zhang, Wenjie Zhang, Zheng Zhao, Shuaichen Jin, Linchuan Li, Linchuan Li, Ruizhao Zong, Ruizhao Zong, Wuyang Li, Wuyang Li, Ziwei Zhang, Ziwei Zhang, Shichang Cui, Shichang Cui, Yunmiao Pan, Jiankang Zhu, Jiankang Zhu, Guangyong Zhang, Guangyong Zhang, Guangyong Zhang

“…TyG-WtHR exhibited the strongest association both as a continuous variable and across tertiles in Model 3, demonstrating a near-linear dose-response relationship. …”
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The “Lipid Accumulation Product” Is Associated with 2-Hour Postload Glucose Outcomes in Overweight/Obese Subjects with Nondiabetic Fasting Glucose by Alexis Elias Malavazos, Emanuele Cereda, Federica Ermetici, Riccardo Caccialanza, Silvia Briganti, Mariangela Rondanelli, Lelio Morricone

“…However, while the association with diabetes was similar between LAP and HOMA-IR, the relationship with IGT and composite outcomes by models including LAP was significantly superior to those including HOMA-IR (P=0.006 and P=0.007, resp.). …”
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Cation disordering in ankerite as a function of Fe content by A. Zucchini, M. Masotta, M. Nazzari, M. Fastelli, P. Comodi

“…<p>Order–disorder transitions in minerals are of significance for technological applications and for the development of models that aid the understanding of the dynamics and composition of the Earth's interior. …”
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Study on numerical simulation of rock breaking by PDC wear teeth cutting by Maosheng CAI, Hongbo WANG, Chunjiang ZHANG, Sai LI, Shuting CHENG

“…Conclusions: The force on a cutter with excessive wear is more complex and variable, increasing the risk of fatigue failure. In terms of tooth layout, it can be considered to place the auxiliary cutting unit behind the main cutting unit composite sheet and make its exposure height lower than the composite sheet, which can effectively reduce the load on the main cutting gear and reduce the probability of overload damage to the cutting gear. …”
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Committee Machine Learning for Electrofacies-Guided Well Placement and Oil Recovery Optimization by Adewale Amosu, Dung Bui, Oluwapelumi Oke, Abdul-Muaizz Koray, Emmanuel Appiah Kubi, Najmudeen Sibaweihi, William Ampomah

“…In this study, we develop a workflow that mitigates the variability in results produced by different clustering algorithms using a committee machine. …”
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Global, regional, and national burden of female infertility and trends from 1990 to 2021 with projections to 2050 based on the GBD 2021 analysis by Jie Liu, Yi Qin, Hui Liu, Yonglin Liu, Yi Yang, Yumei Ning, Huijun Ye

“…Lastly, the autoregressive composite moving average model was applied to forecast future disease burdens. …”
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Association between the nutritional inflammation index and mortality among patients with sepsis: insights from traditional methods and machine learning-based mortality prediction by Yuanshuo Ge, Ding Hu, Zhe Wang, Cheng Zhang

“…The association between ANLR and mortality was investigated through Kaplan-Meier survival analysis, Cox regression, and restricted cubic spline (RCS) modeling. Furthermore, the contribution of ANLR relative to other predictors was evaluated by developing machine learning models, with SHapley Additive exPlanations (SHAP) employed to determine variable importance. …”
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The role of psychological capital and self-regulation in students\' academic enthusiasm with the mediation of Whit-Kin\'s cognitive styles (case study: 16-18-year-old secondary sch... by Fatemeh Ozbakpoor, Fatemeh Soghra Karbalaei Harafteh, Samaneh Salimi

“…Data analysis methods included composite data analysis and multiple regression modeling with the least squares pattern using the Sobel test, performed with SPSS version 20 and LISREL software. …”
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Research on data management technology of shearer based on protocol matching and data compression by Zhongbin WANG, Dong WEI, Lei SI, Chaoquan LIANG, Chao TAN, Yihui ZHAO

“…Firstly, the shearer communication protocol tree model is constructed, the similarity calculation method of shearer communication protocol based on sub-tree matching is proposed. …”
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Effects of sudden stratospheric warmings on the global ionospheric total electron content using a machine learning analysis by G. Ma, K. Hocke, K. Hocke

“…We use machine learning (ML) with neural networks to establish the TEC (ML-TEC) model related to the solar/geomagnetic activities and seasonal changes from the long-term global TEC data. …”
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Exploratory analysis of the potential disconnect between objective inflammatory response and clinical response following certolizumab pegol treatment in patients with active axial... by Filip van den Bosch, Martin Rudwaleit, Helena Marzo-Ortega, Natasha de Peyrecave, Victoria Navarro-Compán, Lars Bauer, Rachel Tham, Thomas Kumke, Mindy Kim

“…Data from two independent readers over four MRI reading campaigns were pooled using a mixed model with repeated measures for each variable.Results 136 patients (radiographic axSpA [r-axSpA]: 76; non-radiographic axSpA [nr-axSpA]: 60) were included. …”
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Machine learning-assisted Ru-N bond regulation for ammonia synthesis by Zichuang Li, Mingxin Zhang, Xiaozhi Su, Yangfan Lu, Jiang Li, Qing Zhang, Wenqian Li, Kailong Qian, Xiaojun Lu, Bo Dai, Hideo Hosono, Yanpeng Qi, Miao Xu, Renzhong Tai, Jie-Sheng Chen, Tian-Nan Ye

“…Abstract Ruthenium-bearing intermetallics (Ru-IMCs) featured with well-defined structures and variable compositions offer new opportunities to develop ammonia synthesis catalysts under mild conditions. …”
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Investigating context-specific sedentary behaviours and cardiometabolic health in college-based young adults (CONTEXT-SB): a protocol for a longitudinal observational study by Justin B Moore, Lee Stoner, Craig Paterson, Feng-Chang Lin, Emma Cowley, Michelle L Meyer, Jake Christopher Diana, Aiden James Chauntry, Jeb F Struder, Patricia Pagan-Lassalle, Erik D Hanson

“…Two laboratory visits will occur, spaced 12 months apart, where a novel composite CMD risk score (eg, arterial stiffness, metabolic and inflammatory biomarkers, heart rate variability and body fat distribution) will be calculated, and questionnaires to measure lifestyle behaviours and levels of the socioecological model will be administered. …”
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Sodium selenate as a disease-modifying treatment for progressive supranuclear palsy: protocol for a phase 2, randomised, double-blind, placebo-controlled trial by Kelly L Bertram, Lucy Vivash, Dennis Velakoulis, Leonid Churilov, Thomas Kimber, David Darby, Terence J O’Brien, Charles B Malpas, Christopher M Hovens, Simon J G Lewis, Joanne Fielding, Andrew H Evans, Stephen Tisch, John D O’Sullivan, Ian H Harding, Meaghan Clough, Cassandra Marotta, Scott Kolbe, Meng Law

“…Analysis will be with a general linear model (GLM) with the MRI composite at 52 weeks as the dependent variable, treatment group as an independent variable and baseline MRI composite as a covariate. …”
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Health program for prEvention of cardiovascuLar disEases based on a risk screeNing strategy with Ankle-brachial index: HELENA study protocol by Gina Domínguez-Armengol, Gina Domínguez-Armengol, Francesc Ribas-Aulinas, Francesc Ribas-Aulinas, Elisabet Balló, Maite Alzamora-Sas, Maite Alzamora-Sas, Mar Serrat-Costa, Anna Ruiz-Comellas, Anna Ruiz-Comellas, Anna Ruiz-Comellas, Maria Jose Forcadell-Peris, Maria Jose Forcadell-Peris, Pere Toran, Ruth Martí-Lluch, Ruth Martí-Lluch, Ruth Martí-Lluch, Anna Ponjoan, Anna Ponjoan, Anna Ponjoan, Jordi Blanch, Lia Alves-Cabratosa, Lluís Zacarías-Pons, Lluís Zacarías-Pons, Eric Tornabell-Noguera, Eric Tornabell-Noguera, Álvaro Sánchez-Pérez, Álvaro Sánchez-Pérez, Anna Berenguera-Ossó, Anna Berenguera-Ossó, Rafel Ramos, Rafel Ramos, Rafel Ramos, Rafel Ramos, Rafel Ramos, The HELENA Study Group

“…Survival analysis will estimate the effectiveness of adding the ABI screening strategy, with Cox models (intention-to-treat) and marginal structural models controlling for confounding variables.Results and discussionDirect health improvements in the intervened population are expected, including a reduction in CHD incidence and its risk factors. …”
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Digitally mapping soil health at regional scale: disentangling drivers and predicting spatial land use effects by Valentina Rubio, Joseph Amsili, David G. Rossiter, Andrew McDonald, Harold van Es

“…Four biological (soil organic matter, permanganate-oxidizable C, protein, and respiration) and two physical (water aggregate stability and available water capacity) soil indicators as well as a composite SH index were evaluated to 1) quantify the relationships among climate, inherent soil properties, and land use to SH indicators; 2) develop data-driven models for predicting and mapping SH indicators at regional scale; and 3) use predicted SH maps to estimate impacts from hypothetical regional land use change scenarios. …”
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Functional and internalizing disorders co-aggregate with cardiometabolic and immune-related diseases within families: a population-based cohort study by Olivier D. Steen, Martje Bos, Sonja L. van Ockenburg, Yiling Zhou, Ilja M. Nolte, Harold Snieder, Kenneth Kendler, Judith G. M. Rosmalen, Hanna M. van Loo

“…We used logistic regression to model the prevalence of these disorders in the general population and in participants with affected relatives. …”
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Surface Defect Detection for Small Samples of Particleboard Based on Improved Proximal Policy Optimization by Haifei Xia, Haiyan Zhou, Mingao Zhang, Qingyi Zhang, Chenlong Fan, Yutu Yang, Shuang Xi, Ying Liu

“…The method integrates the variable action space and the composite reward function and achieves the balanced optimization of different types of defect detection performance by adjusting the scaling and translation amplitude of the detection region. …”
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How to Better Use Canopy Height in Soybean Biomass Estimation by Yanqin Zhu, Fan Fan, Zhen Zhang, Xun Yu, Tiantian Jiang, Liming Li, Yadong Liu, Yali Bai, Ziqian Tang, Shuaibing Liu, Dameng Yin, Xiuliang Jin

“…The findings highlight the role of CH accuracy in AGB estimation and validate the value of growth-stage information in robust modeling. Future research should prioritize the refining of CH prediction and the optimization of composite variable construction to promote the application of this approach in agricultural monitoring.…”
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Chemical temporary plugging-based full-bore reconstruction technology for old wellbores for the collaborative production of tight-sand gas and deep coalbed methane by Fan YANG, Zhanglong TAN, Jiachen HU, Qi AN, Yu LI, Ruiyue YANG, Junwen LIN, Zening SUN, Meiyang JING

“…In combination with the fractal theory and the plugging layer instability criterion, this study constructed a multi-purpose calculation model for the permeability and strength of plugging layers. …”
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