Mathematical Modelling and Optimisation of Low-Temperature Drying on Quality Aspects of Rough Rice by Shakeel Ahmed Soomro, Kunjie Chen, Sohail Ahmed Soomro

“…The experimental data were fitted to the quadratic model, studying the relationship between independent and dependent variables. …”
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RETRACTED ARTICLE: Association between the composite dietary antioxidant index and metabolic dysfunction-associated steatotic liver disease in adults: a cross-sectional study from... by Zheng Yang, Shupeng Song, Lufeng Li, Zhe Yuan, Yongguo Li

“…The correlation between CDAI and MASLD status, controlled attenuation parameter (CAP), and liver stiffness measurement (LSM) was evaluated by adjusting for confounding variables using weighted binary logistic regression model, linear regression model, and restricted cubic spline (RCS) regression. …”
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Modeling Fenton Treatment for Landfill Leachate with the Focus on Initial COD and Sludge Generation by Nader BiglariJoo, Amin Shams, Vahid Hadipour

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Random forest algorithms: a tool to identify the impact of arbuscular mycorrhizal fungi inoculation, seed maturation stage and geographic diversity of Pimpinella anisum L. accessio... by Bruno Rodrigues de Oliveira, Alan Mario Zuffo, Francisco Charles dos Santos Silva, Fábio Steiner, Amal Mohamed AlGarawi, Mohammad K. Okla, Mousa Nhs, Yousef Alhaj Hamoud, Izabela Josko, Mohamed S. Sheteiwy, Mohamed Salem Alyafei, Saad Sulieman

“…Conclusions The performance of classification models using RF is driven primarily by independent variables related to the chemical composition of anise seeds, overshadowing the effects of geographic diversity and the seed maturation stage. …”
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A spike is a spike: On the universality of spike features in four epilepsy models by Armen Sargsyan, Pablo M. Casillas‐Espinosa, Dmitri Melkonian, Terence J. O'Brien, Gilles vanLuijtelaar

“…The slow component showed a much larger variability across the rat models. Significance Despite differences in the morphology of the epileptiform activity in different models, the frequency composition of the spike component of single SWCs is identical and does not depend on the particular epilepsy model. …”
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Probabilistic Neural Networks (PNNs) for Modeling Aleatoric Uncertainty in Scientific Machine Learning by Farhad Pourkamali-Anaraki, Jamal F. Husseini, Scott E. Stapleton

“…This paper investigates the use of probabilistic neural networks (PNNs) to model aleatoric uncertainty, which refers to the inherent variability in the input-output relationships of a system, often characterized by unequal variance or heteroscedasticity. …”
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Recent advances in studying natural bioactive polysaccharides with in vitro gastrointestinal digestion models by Jing-Ya Zeng, Xu Yang, Jian-Hui Xiao, Yan Yang, Mi-shuai Zhang, Ru-Ming Liu

“…Given the complexity and individual variability of the human digestive system, in vitro gastrointestinal digestion models have become essential tools for assessing the digestive characteristics and bioavailability of polysaccharides. …”
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Mouse models for pseudoxanthoma elasticum: genetic and dietary modulation of the ectopic mineralization phenotypes. by Qiaoli Li, Haitao Guo, David W Chou, Annerose Berndt, John P Sundberg, Jouni Uitto

“…These mice provide novel model systems to study the pathomechanisms and the reasons for strain background on phenotypic variability of PXE.…”
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Aeromagnetic anomalies and structural model of the Chicxulub multiring impact crater, Yucatan, Mexico by Mario Rebolledo-Vieyra, Jaime Urrutia-Fucugauchi, Héctor López-Loera

“…A structural model of the Chicxulub crater is derived from aeromagnetic anomaly modeling, borehole information and magnetic mineral data. …”
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Sukuk and Inflation Dynamics in Indonesia: A Time Series Linear Model Investigation by Laila M. Pimada, Titis Miranti

“…Employing a time series linear model (TSLM) with monthly data from January 2019 to March 2024, we investigate the relationship between sukuk outstanding and inflation (Consumer Price Index), controlling for industrial production, exchange rate, interest rate, and Composite Leading Indicator (CLI). …”
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THE UTILIZATION OF STRUCTURAL EQUATION MODELLING TO DETERMINE CASUALITY ON CONSUMER DECISION OF E-WALLET by Hartati Hartati, Imelda Saluza, Iisnawati Iisnawati, Teguh Teguh

“…SEM provides the core capability of validating the validity and reliability of procedures such as Confirmatory Factor Analysis (CFA). by investigating the pattern of linkages between latent variables and showing them with route diagrams. This study employed 200 E-Wallet users in Palembang for modeling. with the criterion of having one of the E-Wallet programs on a smartphone and having used the application at least once. …”
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Analysing and modelling the impact of habitat fragmentation on species diversity: a macroecological perspective by Thomas Matthews

“…For example, the power model was by the far the best general SAR model for habitat islands. …”
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Multi-scale machine learning model predicts muscle and functional disease progression by Silvia S. Blemker, Lara Riem, Olivia DuCharme, Megan Pinette, Kathryn Eve Costanzo, Emma Weatherley, Jeff Statland, Stephen J. Tapscott, Leo H. Wang, Dennis W. W. Shaw, Xing Song, Doris Leung, Seth D. Friedman

“…A three-stage random forest model was developed to predict annualized changes in muscle composition and a functional outcome (timed up-and-go (TUG)). …”
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Deep learning in microbiome analysis: a comprehensive review of neural network models by Piotr Przymus, Krzysztof Rykaczewski, Adrián Martín-Segura, Jaak Truu, Enrique Carrillo De Santa Pau, Mikhail Kolev, Mikhail Kolev, Irina Naskinova, Aleksandra Gruca, Alexia Sampri, Alexia Sampri, Marcus Frohme, Alina Nechyporenko, Alina Nechyporenko

“…Additionally, the biological variability in microbiome datasets requires tailored approaches to ensure robust and generalizable outcomes. …”
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An inter-hospital performance assessment model for evaluating hospitals performing hip arthroplasty by Fabian Dehanne, Magali Pirson, Etienne Cuvelier, Frédéric Bielen, Pol Leclercq, Benoît Libert, Maximilien Gourdin

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Study on the coupled coordination of water resources consumption and economic development in Heilongjiang province under different scenarios based on SD model by Meiyun Tao, Youzhu Zhao, Qiuxiang Jiang, Zilong Wang, Baohan Li

“…First employed a system dynamics (SD) model to construct a coupled water resources-economy composite system for Heilongjiang Province. …”
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Evaluating Medical Entity Recognition in Health Care: Entity Model Quantitative Study by Shengyu Liu, Anran Wang, Xiaolei Xiu, Ming Zhong, Sizhu Wu

“…Previous studies have often focused on overall performance, neglecting specific challenges in medical contexts and the impact of macrofactors like lexical composition on prediction accuracy. These gaps hinder the development of optimized NER models for medical applications. …”
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Role of Age Hardening Heat Treatment on the Hardness Values of 93.95 Al-5 Zn-1.05 Sn/5 Al2o3- Sio2 Particulate Composite by Aondona P. Ihom

“…A model was developed for the relationship between age hardening time and hardness of the composite. …”
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Clinical characteristics, prognosis, and predictive modeling in class IV ± V lupus nephritis by Anjing Wang, Anjing Wang, Yunlong Qin, Yunlong Qin, Yan Xing, Zixian Yu, Liuyifei Huang, Jinguo Yuan, Yueqing Hui, Mei Han, Guoshuang Xu, Jin Zhao, Shiren Sun

“…Class IV and class IV+V patients have similar clinical manifestations, treatment strategies, and long-term prognosis, despite class IV having a higher chronic index (CI) score (P < 0.001). Seven eligible variables (eGFR, CI, age, basophil percentage, red blood cell count, mean arterial blood pressure, and uric acid) were selected to develop the random survival forest (RSF) model. …”
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Static Buckling and Free Vibration Analysis of Bi-Dimensional FG Metal Ceramic Porous Beam by Yasin Shabani, Pejman Mehdianfar, Korosh Khorshidi

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