English abbreviations related to language teaching: problems of typology and translation into Ukrainian by N. Kovalchuk

“…The analysed TGs and TPGs differ in terms of their quantitative composition, structural models, belonging to a part of speech and the principles of rendering English abbreviations into Ukrainian. …”
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USE OF MICROWAVE RADIATION FOR EFFECTIVE PURIFICATION OF WASTEWATER FROM ORGANIC COMPOUNDS by Vira Sabadash, Anna Nowik-Zając, Oleh Konovalov

“…The research methodology involves modelling the composition of wastewater and using a microwave oven to process protein solutions. …”
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LABORATORY STUDY RESULTS OF SOIL-CUTTING OPERATING ELEMENTS by I. V. Liskin, Ya. P. Lobachevsky, D. A. Mironov, S. A. Sidorov, A. I. Panov

“…(Research purpose) To determine the nature of changes in cutting forces in vertical and horizontal planes depending on the conditions and a degree of wear of a soil-cutting wedge. (Materials and methods) For the experiment, use was made of quartz as an abrasive material, paraffin with additives of ceresin and petrolatum as binding components; cement was additionally introduced to change the granulometric composition of a soil model, and a cross-planer was used as a drive mechanism. …”
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Integrating bulk and single-cell RNA sequencing reveals intratumor heterogeneity phenotypes and immune infiltration in pancreatic cancer by Li Zhao, Yao Huang, Jiang Li, Rui Xie, Kaiming Li

“…Immune profiling revealed notable differences in immune cell composition between the two groups, with patients in the high ITH cohort exhibiting enhanced immune activation. …”
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Encapsulated OSB Energy Absorption Potential: A Preliminary Analysis by Daniel Silva de Mello Carvalho, Miguel Mattar Neto

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Nutrient Content Prediction and Geographical Origin Identification of Bananas by Combining Hyperspectral Imaging with Chemometrics by Honghui Xiao, Chunlin Li, Mingyue Wang, Zhibo Huan, Hanyi Mei, Jing Nie, Karyne M. Rogers, Zhen Wu, Yuwei Yuan

“…Hyperspectral data were combined with chemometric methods to construct quantitative and qualitative models for bananas, predicting soluble solids content (SSC), potassium content (K), and country of origin. …”
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Exploring the factors influencing the co-pyrolysis of walnut shells, pistachio shells, and polypropylene based on thermal behavior, kinetics and reaction mechanism by Zhigang Huang, Tong Zhang, Chen Wang, Wenbo Xiao, Zihan Wang, Obid Tursunov, Jiahui Wu, Yuguang Zhou, Xiaolong Yao, Gang Li

“…In this study, walnut shells (WS) and pistachio shells (PS) were chosen as representative biomass materials to systematically investigate their co-pyrolysis characteristics with PP. Model-free isoconversional methods such as Flynn-Wall-Ozawa, Kissinger-Akahira-Sunose, Starink and Vyazovkin, were employed to analyze pyrolysis kinetics. …”
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Evaluation of Wear Resistance of a Modified Radial Bearing Design Taking into Account Compressibility and Viscosity of the Lubricant by E. A. Bolgova, M. A. Mukutadze, V. M. Prikhodko, I. A. Kolobov

“…Optimal applications of antifriction coatings based on hybrid composite materials were determined. The possibilities of practical use of calculation models of a journal bearing were expanded. …”
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A study on land use change simulation based on PLUS model and the U-net structure: A case study of Jilin Province by Jiafu Liu, Xiangli Kong, Yue Zhu, Baihao Zhang

“…These results demonstrate that both models possess reliable simulation performance. 2) The two methods exhibit significant differences in predictive performance. …”
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Modulation of the gut-bone axis: Lacticaseibacillus paracasei LC86 improves bone health via anti-inflammatory metabolic pathways in zebrafish models of osteoporosis and cartilage d... by Yao Dong, Yao Dong, Yukun Sun, Zhipeng Zhou, Zhonghui Gai, Yihui Cai, Mei Han, Kang Zou, Kang Zou

“…This study investigates the therapeutic effects of Lacticaseibacillus paracasei LC86 (LC86) on osteoporosis and cartilage damage in a zebrafish (Danio rerio) model, focusing on its modulation of the gut-bone axis and its potential mechanisms for enhancing bone health.MethodsA Dexamethasone-induced zebrafish model was used to mimic osteoporosis and cartilage injury. …”
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Using Social Media Platforms to Raise Health Awareness and Increase Health Education in Pakistan: Structural Equation Modeling Analysis and Questionnaire Study by Malik Mamoon Munir, Nabil Ahmed

“…ObjectiveThis study aims to evaluate the perceptions of health care professionals and paramedic staff regarding social media use to raise awareness and educate people about diseases as a potential means of reducing the disease burden in Pakistan. MethodsThe study used two-stage structural equation modeling (SEM). …”
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A Neutrosophic Locality-Based Algebraic Model for Evaluating Teaching Quality in Music and Dance Classes: Hybrid Human Performance as a Multidimensional Entity by Yuxi Guo, Yue Zhang

“…The model is also compared with traditional evaluation methods, showing that it can better reflect ambiguity and blended performance. …”
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Optimal Charging Current Protocol with Multi-Stage Constant Current Using Dandelion Optimizer for Time-Domain Modeled Lithium-Ion Batteries by Seongik Han

“…A Thevenin equivalent circuit model (ECM) was implemented to simulate an actual LiB with the ECM parameters estimated from the offline time response data obtained through a hybrid pulse power characterization (HPPC) test. …”
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Increase in colonic propionate as a method of preventing weight gain in adults aged 20–40 years: iPREVENT, a multicentre, double-blind, randomised, parallel-group trial by Gary Frost, Joana C Vasconcelos, Jennifer E Pugh, Aisha Anjum, Katerina Petropoulou, George Thom, Louise McCombie, Martina Tashkova, Sumayya Alshehhi, Daphne Babalis, Leah Holroyd, Christina Prechtl, Tom Preston, Mike J Lean, Waljit Dhillo, A Toby Prevost, and Douglas Morrison

“…Repeated measures have been analysed using LME models adjusting also for randomisation stratifiers. …”
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Soil Organic Matter (SOM) Mapping in Subtropical Coastal Mountainous Areas Using Multi-Temporal Remote Sensing and the FOI-XGB Model by Hao Zhang, Xiaomei Li, Jinming Sha, Jiangning Ouyang, Zhipeng Fan

“…The framework employs two novel image-processing strategies: the Maximum Annual Bare-Soil Composite (MABSC) method to extract background spectral information and the Multi-temporal Feature Optimization Composite (MFOC) method to capture seasonal and environmental dynamics. …”
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Effect of Taro Starch, Beet Juice, Probiotic, and/or Psicose on Gut Microbiota in a Type 2 Diabetic Rat Model: A Pilot Study by Ingrid S. Surono, Ata Aditya Wardana, Priyo Waspodo, Budi Saksono, Koen Venema

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A hybrid fuzzy logic–Random Forest model to predict psychiatric treatment order outcomes: an interpretable tool for legal decision support by Alexandre Hudon, Alexandre Hudon, Alexandre Hudon, Alexandre Hudon

“…This study aims to develop and evaluate a hybrid fuzzy logic–machine learning model to predict such outcomes and identify important influencing factors.MethodsA retrospective dataset of 176 Superior Court judgments rendered in Quebec in 2024 was curated from SOQUIJ, encompassing demographic, clinical, and legal variables. …”
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Radiological indicators and a novel combined predictive model for anticipating difficult laryngoscopy in cervical spondylosis patients: a prospective cohort study by Jiao Li, Yang Tian, Mingya Wang, Jingchao Fang, Hua Zhang, Feng Yue, Mao Xu, Jun Wang, Min Li, Xiangyang Guo, Yongzheng Han

“…The AUC for this composite model was 0.776, exceeding the individual AUC of 0.677 for LMHT. …”
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Major Adverse Kidney Events in Hospitalized Older Patients With Acute Kidney Injury: Machine Learning–Based Model Development and Validation Study by Xiao-Qin Luo, Ning-Ya Zhang, Ying-Hao Deng, Hong-Shen Wang, Yi-Xin Kang, Shao-Bin Duan

“…The SHapley Additive exPlanations method was used to interpret model predictions. …”
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Development and Validation of a Machine Learning Prediction Model for Textbook Outcome in Liver Surgery: Results From a Multicenter, International Cohort by Jane Wang, MD, Amir Ashraf Ganjouei, MD, MPH, Taizo Hibi, MD, PhD, Nuria Lluis, MD, PhD, Camilla Gomes, MD, Fernanda Romero-Hernandez, MD, Han Yin, BA, Lucia Calthorpe, MD, Yukiyasu Okamura, MD, PhD, Yuta Abe, MD, PhD, Shogo Tanaka, MD, PhD, Minoru Tanabe, MD, PhD, Zeniche Morise, MD, PhD, Horacio Asbun, MD, PhD, David Geller, MD, Mohammed Abu Hilal, MD, PhD, Mohamed Adam, MD, Adnan Alseidi, MD, EdM, International Hepatectomy Study Group, Alison Baskin, Annie Wong-On-Wing, Annie Yang, Devesh Sharma, Taisuke Imamura, Masanori Nakamura, Yuya Miura, Koki Hayashi, Masatsugu Ishii, Keita Shimata, Kazuya Hirukawa, Hiroki Ueda, June S. Peng, Lucas Thornblade, Kenzo Hirose, Kimberly Kirkwood, Eric Nakakura, Carlos Corvera, Ajay Maker

“…Following model optimization, the performance of the models was evaluated using receiver operating characteristic curves, and a web-based calculator was developed. …”
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