FEATURES OF WRITTEN LANGUAGE COMMUNICATION BY MEANS OF THE UKRAINIAN LANGUAGE (on the example of official-business, epistolary and conversational-functional styles) by Catherine S. Bondarchuk, Olha A. Chumachenko

“…The research methodology consists of both the main methods of functional stylistics and its partial and concrete-practical methods, namely: functional, complex, semantic, comparative methods, multifaceted analysis and the method of direct observation. …”
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Application of High-Throughput Sequencing Technology in Identifying the Pathogens in Endophthalmitis by Peini Cheng, Kui Dong, Zhiming Kang, Jing Li, Wenjuan Wang, Xiaodan Zhang, Guohong Zhou

“…This review aims to introduce the development of different methods for the detection and identification of micro-organisms causing endophthalmitis through a literature review; introduce the research status of the first, second, and third-generation sequencing technologies in infectious endophthalmitis; and understand the research status of endophthalmitis microbial flora. …”
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Evaluating Interaction Techniques in XR Environments Through the Prism of Four EduGames by Ilias Logothetis, Vasiliki Eirini Chatzea, Iraklis Katsaris, Alexandros Papadakis, Vasileios Kontoulis, Dimitris Pirpiris, Myron Sfyrakis, Antonios Stamatakis, Nikolaos Vidakis

“…Extended reality (XR) has emerged as a transformative technology, offering innovative ways to visualize and interact with digital content. …”
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Pharmaceutical Analysis of Inpatient Prescriptions: Systematic Observation of Hospital Pharmacists’ Practices in the Early User-Centered Design Phase by Jesse Butruille, Natalina Cirnat, Mariem Alaoui, Jérôme Saracco, Etienne Cousein, Noémie Chaniaud

“… Abstract BackgroundThe health care sector’s digital transformation has accelerated, yet adverse drug events continue to rise, posing significant clinical and economic challenges. …”
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Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Usin... by Yan Zhuang, Junyan Zhang, Xiuxing Li, Chao Liu, Yue Yu, Wei Dong, Kunlun He

“…ResultsCompared with traditional pretraining and fine-tuning pipelines, our approach achieved a higher micro–F1-score of 0.838 and a macro–area under the receiver operating characteristic curve (macro-AUC) of 0.958, which is 10% higher than other methods. Among different prompt learning setups, the combination of mixed templates and soft verbalizers yielded the best performance. …”
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An Overview of <i>Trypanosoma cruzi</i> Biology Through the Lens of Proteomics: A Review by Jenny Telleria, Jaime A. Costales

“…In this context, proteomic methods have been leveraged to investigate different parasite strains, life-cycle forms, subcellular compartments, macromolecular complexes, signaling events and secreted molecules. …”
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Advancing plant metabolic research by using large language models to expand databases and extract labeled data by Rachel Knapp, Braidon Johnson, Lucas Busta

“…This brings us closer to creating specialized databases that consolidate virtually all published knowledge on a topic. Methods Here, we first test different combinations of prompt engineering techniques and language models in the identification of validated enzyme–product pairs. …”
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Multimodal fusion based few-shot network intrusion detection system by Congyuan Xu, Yong Zhan, Zhiqiang Wang, Jun Yang

“…Existing few-shot learning methods, while reducing reliance on large datasets, mostly handle single-modality data and fail to fully exploit complementary information across different modalities, limiting detection performance. …”
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Remediation of Heavy Metals in Contaminated Soil: A Review of Effects, Mechanisms and Strategies by Ayesha Liaquat

“…Mercury (Hg) remains a challenge due to the conversion and complex transformations in environments to improve all methods. …”
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Fault diagnosis model of rolling bearings based on the M-YOLO network by NING Shaohui, ZHANG Shaopeng, WU Yukun, DU Yue, FAN Xiaoning

“…Then, through the Markov frequency domain image conversion method, the discrete signal was transformed into a probabilistic model, different strategies were used to classify the time series, and the fault diagnosis with the two-dimensional frequency domain image as the model input was completed. …”
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A Tunnel Lining Line Identification Algorithm Based on Supervised Heatmap by Heng SONG, Yisheng ZHANG, Tianbao GENG, Dongjie WANG

“…Methods The algorithm is divided into two stages: keypoint detection and curve fitting. …”
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The impact of technological mega trends on the development of universities in Iran; A case study of the effects of technological developments on the financing of public universitie... by Reza Naghizadeh

“…In the end, it is suggested that the results of the mentioned research should be examined in different public universities with different levels of ability, and the specific characteristics of the universities. …”
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The polymerization efficiency of a bulk-fill composite based on matrix-modification technology by Tarek M. Elshazly, Christoph Bourauel, Moustafa N. Aboushelib, Dalia I. Sherief, Dalia I. El-Korashy

“…Using attenuated total reflection method of Fourier transformation infrared spectroscopy, DC% was measured after 24 hours, 7 days, and 30 days. …”
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Pathological analysis of environmental pollution with emphasizing on littering in university campus (case study: students of Mazandaran University) by Ali Asghar Firouzjaeian Galougah, ُSepideh Nasiri

“…Results and discussion: In this research, the theory of social learning was used as a theoretical framework to assess various reasons for littering in different environments. In this theory, every behavior is a result of learning in different environments. …”
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High-plasticity mineral trioxide aggregate and its effects on M1 and M2 macrophage viability and adherence, phagocyte activity, production of reactive oxygen species, and cytokines by Betânia Canal Vasconcellos, Layara Cristine Tomaz Tavares, Danilo Couto da Silva, Francielen Oliveira Fonseca, Francine Benetti, Antônio Paulino Ribeiro Sobrinho, Warley Luciano Fonseca Tavares

“…Likewise, TGF-β production by M1 and M2 macrophages was not significantly different between the groups.ConclusionsM1 and M2 macrophages presented different viability in response to MTA and MTA-HP at different time points. …”
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Challenges in AI-driven multi-omics data analysis for Oncology: Addressing dimensionality, sparsity, transparency and ethical considerations by Maryem Ouhmouk, Shakuntala Baichoo, Mounia Abik

“…On the other hand, generative methods such as variational autoencoders (VAEs), generative adversarial networks (GANs), and generative pretrained transformers (GPTs) focus on creating adaptable representations that can be shared across multiple modalities. …”
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Transient Voltage Unit Protection Based on Fault Information Fusion by Zhenwei Guo, Ruiqiang Zhao, Haojie Li, Yongyan Jiang

“…Transient voltage high-frequency instantaneous amplitudes are obtained and integrated using the Variational Mode Decomposition Hilbert Transform (VMD-HT) to increase the stability of high-frequency fault signal detection. …”
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Saturated permeability and water retention capacity in biochar-methanotrophs-clay for new landfill cover system by Wenjing Sun, Gaoge Sun, Shuyun Zhang

“…Detected by mercury intrusion porosimetry (MIP), fourier transform infrared spectroscopy (FTIR) and scanning electron microscope (SEM), the differences displayed the changes of pore structures and extracellular polymeric substances (EPS). …”
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An Equivalent Dynamic Phasor Model for a Single-Phase Boost Power-Factor-Correction Converter by Udoka C. Nwaneto, Seyed Ali Seif Kashani, Andrew M. Knight

“…To overcome challenges arising from differing driving frequencies (line frequency for the DBR and switching frequency for the DC-DC converter) in the DP modeling of boost PFC converters, we employ the sign function to transform the dynamic model of the single-phase DBR and boost DC-DC converter into an equivalent single-phase active rectifier model. …”
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Dmitri Shostakovich’s Early Works: An Insight into the Creative Process through the Prism of Variants of Musical Works by Anton V. Lukyanov

“…The compositional transformations are examined on the example of two short pieces written during the year of the composer’s enrollment in the Petrograd Conservatory (1919). …”
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