Development and validation of machine learning-based diagnostic models using blood transcriptomics for early childhood diabetes prediction by Xin Huang, Xin Huang, Di Ouyang, Weiming Xie, Huawei Zhuang, Siyu Gao, Pan Liu, Lizhong Guo

“…Model validation was conducted using quantitative polymerase chain reaction (qPCR) in an independent cohort of six children (three healthy, three diabetic).ResultsTranscriptomic analysis revealed significant differential expression patterns between pre-diabetic and control groups. …”
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A two-parameter damage-controlled strength model to predict the fracturing of brittle rock mass at great depth by Songfeng Guo, Shengwen Qi, Shishu Zhang, Muhammad Faisal Waqar, Feng Xiong, Ning Liang, Bowen Zheng, Xingdong Ma, Fengjiao Tang

“…Existing researches have reflected that the rock failure is a progressive process involving crack initiation, propagation and coalescence. Nevertheless, a quantitative approach for characterizing the progressive failure of brittle rocks remains challenging and requires further research. …”
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Beyond access: assessing WASH service delivery models in healthcare facilities of North Mecha, Dera, and Farta, Ethiopia by Abireham Misganaw Ayalew

“…However, there is currently no well-defined service delivery model for WASH in HCFs in Ethiopia. Objective The objective of this assessment is to gather evidence on the WASH service delivery models in healthcare facilities of North Mecha, Dera, and Farta Woredas of the Amhara Region in 2023. …”
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A Strategic Model To Fulfil The Food Security of Farming Families Who Maintain The Culture of Growing Local Madurese Maize by Ramon Syahrial, Heri Susanto

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Problem-solving method and cooperative learning model in nursing education: a single-group pre-post-test study by Chen-Yuan Hsu, Ching-Miao Yang, Sheng-Lei Yan

“…This study evaluates the effectiveness of a problem-solving method (PSM) and cooperative learning model (CLM) in nursing education, with a focus on their impact on nursing students’ progress in Paediatric Nursing (PN). …”
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Developing New Allometric Models for Estimating Aboveground Woody Biomass and Volume of Populus euphratica Using Terrestrial Laser Scanning by Asadilla Yusup, Xiaomei Hu, Ümüt Halik, Tayierjiang Aishan, Maierdang Keyimu, Hao Bai, Shengli Tao

“…Our approach is nondestructive as it combines terrestrial laser scanning and quantitative structure modeling. We found that quantitative structure model effectively acquired tree 3D structures from high-density point clouds. …”
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Small Sided Games Training Model to Improve Basic First Touch Football Technical Skills of Football School Students by Aldo Naza Putra, Eval Edmizal, Indri Wulandari, Frizki Amra, Atradinal, Fiky Zarya, Ali Munir

“…The sample of this study consisted of SSB Muspan U-12 Year students. …”
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Typology of Results of Cooperation Between Russian Universities and Business by A. V. Melikyan

“…The research task was implemented for the first time on a representative sample of Russian universities based on an analysis of the quantitatively assessed results of their cooperation with business. …”
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Evaluating INSTALL as an instructional model to enhance EFL pre-service teachers’ TPACK: a case of three Indonesian universities by Maulana Mualim, Margana Margana, Agus Widyantoro, Hoang Huu Nguyen, Khristianto Khristianto, Faisal Faisal, Nisa Roiyasa

“…PurposeThis study investigates the effects of an instructional model incorporating inquiry-based, technology saturated, and flipped learning (INSTALL) on EFL pre-service teachers’ TPACK in Indonesia and finds out their responses about it.Design/approach/methodThis is an explanatory mixed method research where quantitative data were further explained by qualitative data. …”
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Application of fractal model in the Jurassic tight sandstone reservoirs of central Junggar Basin as constrained by mercury ejection curves by Hongkang Zhao, Xiangchun Chang, Tianchen Ge, Zhiping Zeng, Junjian Zhang, Daiqi Ming, Runye Han

“…However, the conventional analysis of the high-pressure mercury intrusion has always focused on the mercury injection curves themselves, neglecting the important geological information conveyed by the mercury ejection curves. This paper quantitatively describes the fractal characteristics of ejection curves by using four fractal models, i.e., Menger model, Thermodynamic model, Sierpinski model, and multi-fractal model. …”
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Adoption of mobile money banking in Ghana, using an innovative framework of Financial security, Governance, and Technology (FisGoT) model by Afful Ekow Kelly

“…The research employed quantitative approaches, collecting data from mobile money users in Ghana's 16 regions, with a sample size of 2041 used the Financial Security, Governance and Technology (FisGoT) model. …”
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DEVELOPMENT OF LKPD USING A PROBLEM BASED LEARNING MODEL BASED ON ETHNOMATHEMATICS ON CIRCLE MATERIAL SMP CLASS VIII by Melsa Marsella, Lusiana Lusiana, Rohana Rohana

“…The aim of this development research is to produce LKPD using the Ethnomathematics-based Problem Based Learning Model in SMP Class VIII on Circle Material that is valid, practical, and has potential effects. …”
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A methylation clock model of mild SARS‐CoV‐2 infection provides insight into immune dysregulation by Weiguang Mao, Clare M Miller, Venugopalan D Nair, Yongchao Ge, Mary Anne S Amper, Antonio Cappuccio, Mary‐Catherine George, Carl W Goforth, Kristy Guevara, Nada Marjanovic, German Nudelman, Hanna Pincas, Irene Ramos, Rachel S G Sealfon, Alessandra Soares‐Schanoski, Sindhu Vangeti, Mital Vasoya, Dawn L Weir, Elena Zaslavsky, Biobank Team, Vanessa Barcessat, Kevin Tuballes, Diane Marie Del Valle, Kai Nie, Hui Xie, Grace Chung, Manishkumar Patel, Jocelyn Harris, Kimberly Argueta, Jacques Fehr, Barr Gruberg, Nicholas Zaki, Seunghee Kim‐Schulze, Sacha Gnjatic, Miriam Merad, Andrew G Letizia, Olga G Troyanskaya, Stuart C Sealfon, Maria Chikina

“…We leveraged these responses to construct methylation‐based machine learning models that distinguished samples from pre‐, during‐, and postinfection time periods, and quantitatively predicted the time since infection. …”
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Nanoscale capacitance spectroscopy based on multifrequency electrostatic force microscopy by Pascal N. Rohrbeck, Lukas D. Cavar, Franjo Weber, Peter G. Reichel, Mara Niebling, Stefan A. L. Weber

“…Combined with refined tip–sample capacitance models, MFH-EFM will enhance the precision of quantitative studies on dielectric effects in nanoscale systems across materials science, biology, and nanotechnology, complementing established methods in the field.…”
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Don’t we know enough about models? Integrating a replication study into an introductory chemistry course in higher education by Rost Marvin, Sonnenschein Ines, Möller Stephanie, Lembens Anja

“…The assessment of students’ understanding is a prerequisite for improving teaching practices, particularly in addressing the persistently high drop-out rates observed in chemistry and chemistry-related programs. Employing a quantitative methodology, a sample of 181 undergraduate chemistry students was surveyed. …”
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Influence of Service Quality Dimensions of Islamic Banks on Customer Satisfaction and Their Impact on Customer Loyalty by A Afifah, Nurul Alfiah Kurniawati

“…The sampling technique of this study used a purposive sampling technique, and its analysis technique used Structural Equation Modeling based on Partial Least Square (SEM-PLS). …”
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Neural stem cell changes and spatial distribution of AQP4 expression in a fetal goat model of obstructive hydrocephalus by Xinting Ji, Qin Zhang, Yuantao Yang, Yan Li, Lihong Li, Shibin Lin, Qi Dong, Zhenling Wan, Julan Wu, Jiadong Bao, Xiaoman Su, Pengzhi Chen, Chenyuan Liu, Weian Song, Zechen Wang, Kang Feng, Xiaoying Li, Shaojiang Zheng, Shuo Gu

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Nurses’ personality traits and decision-making as factors related to missed nursing care: a structural equation modeling approach by Ivo Cristiano Soares Paiva, Eduardo José Ferreira dos Santos, Filipa Isabel Quaresma Santos Ventura, António Carlos Lopes Vilela, Isabel Maria Pinheiro Borges Moreira

“…Structural equation modeling was used to analyze the association between MNC, MNC-related factors, and nurses’ decision-making and personality traits. …”
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Intelligent vs. Cultural: Research on the path to improve the resilience of urban and rural community governance based on the AHP-FCE model by Hongxun Xiang, Yang Yang, Xingyu Qi

“…The quantitative analysis of 353 questionnaires from five urban districts and five rural communities in the sample city was based on the community resilience evaluation model. …”
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Efficiency of aluminium refining on a foundry degassing unit depending on the rotor geometry and the degree of its wear by Jan Kolínský, Ladislav Socha, Jana Sviželová, Tomáš Prášil, Mariola Saternus, Tomasz Merder, Jacek Pieprzyca, Josef Häusler

“…Tests included visualisation of the gas injection process and measurement of oxygen removal from water as an analogy of hydrogen removal from liquid metal. Then a mathematical model for the quantitative interpretation of research results was developed, in which the dimensionless parameter of degassing efficiency a was determined, which allows for a simple comparison of its value for all rotors, both new and used. …”
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