The design and application of in-depth interviews in primary care research by Zhijie Xu, Yang Wang, Yi Qian

“…In-depth interviews aim to explore the lived experiences and behavioral patterns of specific social groups through detailed conversations with participants. …”
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From Tables to Computer Vision: Transforming HPDC Process Data into Images for CNN-Based Deep Learning by A. Burzyńska

“…The proposed study is founded on two principal pillars: the transformation of process tabular data (generated using the Conditional Tabular Generative Adversarial Network (CTGAN)), involving the mapping of features onto a fixed grid in a heatmap structure, and the configuration of the CNN algorithm to extract complex patterns in the data that are not readily apparent in the original tabular format. …”
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Paddy Rice Mapping in Hainan Island Using Time-Series Sentinel-1 SAR Data and Deep Learning by Guozhuang Shen, Jingjuan Liao

“…Additionally, the extracted rice distribution patterns exhibit high consistency with statistical data, further validating the model’s effectiveness in accurately delineating paddy rice areas. …”
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Deciphering the role of CNIH4 in pan-cancer landscapes and its significance in breast cancer progression by Yao Xu, Zengzhen Lai, Chaolin Li

“…The CNIH4 gene, an emerging biomarker, is increasingly recognized for its role in the malignant progression across various cancers.MethodsWe conducted a comprehensive multi-omics analysis of CNIH4, including pan-cancer expression profiles, epigenetic alterations, immune microenvironment characteristics, and therapeutic response patterns. Our focus was on clinical features, molecular underpinnings, and drug sensitivity in breast cancer (BRCA) associated with CNIH4. …”
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Hotel and accommodation booking management service for traveling in Ukraine by Vitaly Viktorovych Kochura, Nadia Oleksandrivna Kushnir, Tamara Mykolaivna Loktikova, Andriy Vasyliovych Morozov

“…The developed service meets modern requirements and has the following features: modern and adaptive design, user-friendly interface with the ability to create a personal account, and support for signing in via Google.…”
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Analysis of Impact on Operating Characteristics of New Power System in Low-Temperature Weather by Zhipeng Liu, Yicong Wang, Yanling Lv

“…Specifically, the distinct features of two prevalent low-temperature weather patterns—cold waves and freezing rain—are incorporated into the system modeling framework. …”
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The Empowering ELSA SPEAK: A Modern Approach to English Speaking and Pronunciation Mastery with an AI-Powered for EFL Students by Naura Ariesta, Shifa Mantika Nur Aulia, Yulian Purnama

“… This study critically analyses the ELSA Speak application and its multifaceted impacts on the development of speaking and pronunciation skills among English as a Foreign Language (EFL) learners. …”
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Intercellular interactions and their role in fibrogenesis in chronic hepatitis C by I. A. Karabak, V. E. Karev

“…The developing of liver fibrosis is provided by intercellular interactions, first of all, of lymphocytes, macrophages and stellate cells (SC), the patterns of mutual influences of which have not been sufficiently studied at the moment.The objective was to study the features of intercellular interplay of nonparenchymal liver cells at different histological activity, at different stages of CHC fibrosis, and at different genotypes of the hepatitis C virus (HCV).Methods and materials. …”
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Advancing state of health estimation for electric vehicles: Transformer-based approach leveraging real-world data by Kosaku Nakano, Sophia Vögler, Kenji Tanaka

“…While the study is constrained by a dataset featuring repetitive driving patterns, it highlights the significant potential of transformer for SOH estimation in EVs and offers valuable insights for future data collection and model development.…”
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Flexible analysis of spatial transcriptomics data (FAST): a deconvolution approach by Meng Zhang, Joel Parker, Lingling An, Yiwen Liu, Xiaoxiao Sun

“…Abstract Motivation Spatial transcriptomics is a state-of-art technique that allows researchers to study gene expression patterns in tissues over the spatial domain. As a result of technical limitations, the majority of spatial transcriptomics techniques provide bulk data for each sequencing spot. …”
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Predictive models and WTAP targeting for idiopathic pulmonary fibrosis (IPF) by Guo-Dong Li, Juan Li, Jia-Qi Fan, Jun-Yi Li, Bin Zhao, Xiao Chen

“…Distinct m6A patterns showed changes in RNA levels of specific genes in the BLM-induced group, and five compounds targeting WTAP were identified. …”
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Computational investigations of Ka-226T helicopter coaxial rotor aerodynamics in the vortex ring state by P. V. Makeev, Yu. M. Ignatkin, A. I. Shomov, S. V. Selemenev

“…The shapes of the vortex wake and the rotor flow patterns were analyzed. The boundaries of the vortex ring states in velocity coordinates “Vx − Vу” were constructed according to various criteria reflecting the known features of these states. …”
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Delayed Vegetation Mortality After Wildfire: Insights from a Mediterranean Ecosystem by Giulia Calderisi, Ivo Rossetti, Donatella Cogoni, Giuseppe Fenu

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Emotional resonance and rational reflection in hybrid space: a cross-platform study of public opinion evolution in youth digital collective action by Jia Jia Hao, Xiaotong Dong, Yingyue Li, Shuang Li

“…Grounded in collective action theory and urban social movement theory within hybrid space, this research uncovered the organizational logic and cross-platform expression patterns of emergent youth collective action in social media contexts. …”
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Analysis of approaches, theories and concepts of cinematherapy in working with children with mental disorders. Part 1 by Dmitry Vyacheslavovich Bosov, Ruslan Yuryevich Dolya

“…The methods used are: a comparative method for comparing approaches, theories and concepts of cinema therapy in different countries; the historical method as a way of studying historical patterns through specific manifestations of historical facts in the form of the emergence and development of cinema therapy approaches, theories and concepts; analysis method as analysis of an integral object of cinema therapeutic theory into parts for its detailed study; a synthesis method as a process of combining disparate concepts of cinema therapeutic theories into a whole; a systematization method as an organization of the studied theoretical approaches of cinema therapy into a specific system; typologization method for identifying similar and distinctive features in approaches, theories, concepts of cinema therapy. …”
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Consequences for Maasai pastoralists of changing water access regimes in the Greater Amboseli ecosystem, Kenya by Arthur Bostvironnois, François Mialhe, Yanni Gunnell, Oldrich Navratil

“…A succession of externally driven rural development, land reform and conservation policies has contributed to the reshaping of patterns and regimes of access to water by modifying land ownership and attracting new activities such as crop irrigation and safari tourism. …”
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Comparative Analysis of Data Visualization and Deep Learning Models in Air Quality Forecasting by Bihter Daş, Damla Mengus

“…Furthermore, a data fusion technique was applied to integrate multiple pollutant enhancing the richness and reliability of the input features for modeling. The increasing air pollution issue, driven by factors such as population growth, urbanization, and industrial development, is a major environmental concern. …”
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Self-Organization of Senior as a System-Forming Factor of Active Longevity by D. P. Kozachok, M. V. Kornilova, V. N. Kamenskih

“…The novelty of the studied approach to self-organization of the elderly lies in the possibility of its interpretation as a way of constructing a new social reality/activity of older people, where state assistance involves abandoning the dependent scenario (“come and take what you can take”), providing opportunities for individual development patterns (“come and create it yourself as you like"). …”
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Photovoltaic solar energy prediction using the seasonal-trend decomposition layer and ASOA optimized LSTM neural network model by Venkatachalam Mohanasundaram, Balamurugan Rangaswamy

“…However, accurate forecasting of Solar Energy (SE) output remains a significant challenge due to the inherent variability and intermittency of solar irradiance (SI), which is affected by factors such as weather conditions, geographic location, and seasonal patterns. Reliable prediction models are crucial for optimizing energy management, ensuring grid stability, and minimizing operational costs. …”
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Perform-therapy as a method for restoring identity under conditions of postmodernist fragmentation by Anatoliy A. Grebenyuk

“…This stance is shown to activate universal cognitive-affective mechanisms, including the default mode network and ritual behavioral patterns, thus restoring the subject’s capacity for experience, action, and symbolic integration. …”
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