Leveraging open source land use and land cover data for urban and regional planning in transforming areas by Florian Klopfer, Dietwald Gruehn

“…We show spatially differentiated patterns of combined ES pronunciation, constraints for settlement development, and the suitability for the mentioned land use categories being meaningful in both the detailed and the reduced representation. …”
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Adoption of Large Language Model AI Tools in Everyday Tasks: Multisite Cross-Sectional Qualitative Study of Chinese Hospital Administrators by Jun Chen, Yu Liu, Peng Liu, Yiming Zhao, Yan Zuo, Hui Duan

“…The Colaizzi method was used for thematic analysis to identify patterns in participants’ experiences and perspectives. …”
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Understanding multimorbidity: insights with graphical models by Erika Banzato, Alberto Roverato, Alessandra Buja, Giovanna Boccuzzo

“…This paper provides an overview of graphical models without focusing on detailed methodology, highlighting their utility in understanding network structures and potential subgroup differences, such as gender-related variations in multimorbidity patterns.…”
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Experimental Study on the Uplift Correction of Raft Foundations in Saturated Silty Clay by Tengyue Cui, Yingguang Shi, Feng Huang

“…The evolution patterns of ground surface displacement, excess pore water pressure, and foundation-additional pressure induced by grouting were systematically analyzed. …”
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Hybrid Intelligence approach to study post-processing impact on the mechanical performance of notched additively manufactured AlSi10Mg by Erfan Maleki, Sara Bagherifard, Okan Unal, Mario Guagliano

“…In parallel, Artificial Intelligence (AI), utilizing advanced machine learning (ML) algorithms, performed tasks related to prediction, sensitivity analysis, and parametric analysis. AI identified patterns and developed predictive models that provided deeper insights into how process parameters affect material properties and performance. …”
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Nonlinear Fluctuations in the Cryptocurrency Market: The Modern Approaches to Analysis and Forecasting by Kochorba Valeriia Yu.

“…Special attention is paid to identifying cyclical patterns and factors determining price dynamics. A SWOT analysis of the market was conducted, which allowed systematizing internal strengths and weaknesses, as well as external opportunities and threats. …”
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A Cross-sectional Study on Factors Associated with Sexual Satisfaction Among Non-working Married Women in Bengaluru by Anu Anns Pious, Anekal C. Amaresha, Ravi G. Shankar

“…Family-related factors (type of family, family pressure for children and exhausting household work) and couple-related characteristics (spouse’s smoking/drinking patterns and relationship with the spouse) were also significant. …”
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The Role of Agricultural Socialized Services in Unlocking Agricultural Productivity in China: A Spatial and Threshold Analysis by Yu Bai, Yuheng Wei, Ruofan Liao, Jianxu Liu

“…Amid global economic transformation, a persistent productivity gap exists between developed and developing nations in agriculture sector, shaped by technological advancements and shifting resource allocation patterns. Agricultural socialized services (ASS), defined as organized systems providing technical support, mechanization assistance, information services, market linkages, and resource optimization to farmers, have emerged as critical mechanisms for agricultural development. …”
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Leveraging LLM to identify missed information in patient-physician communication: improving healthcare service quality by Xingyou Zhou, Eldan Cohen, Xingzuo Zhou, Enid Montague

“…Background and objectiveElectronic medical records (EMRs) have significantly changed the dynamics of physician-patient interactions, leading to a shift in communication patterns. Although various studies have developed guidelines for these new dynamics, different EMRs result in different modes of interaction, which can contribute to missed information during clinical encounters. …”
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Advantages of Using the Poincaré Method for Analyzing the Financial Condition of Agricultural Enterprises by O. G. Konyukova, I. V. Trofimenko

“…The obtained recommended values are specific reference indicators and allow enterprises to choose unambiguous patterns of financial behavior and rationalize strategic decisions, taking into account the considered sectoral and territorial specifics.Conclusion. …”
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Exploring Career Barriers Faced by Female Doctors Due to Gender Bias: A Qualitative Analysis by Anam Zahra, Tayyaba Azhar, Hajra Talat

“…Inductive thematic analysis of the transcripts identified patterns and themes within the data. Results: The analysis resulted in three overarching themes and eleven subthemes. …”
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Оn the implementation of a transdisciplinary approach in preparing future mathematics teachers by S. I. Кalinin, L. V. Pankratova

“…The aforementioned methods allowed the authors to draw up a complete picture of the problem under study, to identify its patterns and trends, to understand the essence. The search and selection of mathematics subject content with transdisciplinary properties was based on a systematic and interdisciplinary approach. …”
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Sickness absence rates in NHS England staff during the COVID-19 pandemic: Insights from multivariate regression and time series modelling. by Ewan McTaggart, Itamar Megiddo, John Bowers, Adam Kleczkowski

“…We begin with a data analysis to indicate the temporal patterns of sickness absence in NHS England staff between January 2015 and September 2022 inclusive. …”
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Sustainable Soil Volatilome: Discrimination of Land Uses Through GC-MS-Identified Volatile Organic Compounds by Emoke Dalma Kovacs, Teodor Rusu, Melinda Haydee Kovacs

“…Principal component analysis revealed distinct clustering patterns, with the first two components explaining 72.8% of the total variance (PC1: 41.7%, PC2: 31.1%). …”
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Information-Theoretical Analysis of Team Dynamics in Football Matches by Yi-Shan Cheng, Acer Yu-Chan Chang, Kenji Doya

“…This study offers a novel perspective on team coordination in football, suggesting that effective team coordination may be characterized by emergent patterns arising from collective positioning. These findings have practical implications for understanding coordinated team behaviors and inform coaching and performance analysis focused on enhancing team dynamics.…”
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Research on the Current Status and Key Issues of China’s Green Electricity Trading Development by Yan Lu, Bo Ning, Pengyun Geng, Yan Li, Jiajie Kong

“…CiteSpace software 6.3 R1 was used to analyze publication volumes, contributing countries, and co-citation patterns of cited references, highlighting foundational research in this field. …”
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Toward a physics-guided machine learning approach for predicting chaotic systems dynamics by Liu Feng, Yang Liu, Benyun Shi, Jiming Liu

“…Predicting the dynamics of chaotic systems is crucial across various practical domains, including the control of infectious diseases and responses to extreme weather events. …”
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Human Genetic Adaptations to Environmental Pressures: The Role of Migration in Evolutionary Success by Amir Jalali, Majid Komijani, Saja Al-Sailawi

“…The focus is on how migration has contributed to the spread and maintenance of beneficial alleles, influencing contemporary patterns of genetic diversity. We critically examine genetic adaptations associated with resistance to infectious diseases such as malaria, leprosy, and human immunodeficiency virus (HIV), as well as the evolution of immune responses shaped by transitions between tropical and temperate climates. …”
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Assessing the Recreational Resource Value of National Park Based on Visitor Perception—A Case of Three-River-Source National Park in China by Xiao Luo, Zongcai Huang, Lingen Wang

“…National parks serve as critical practical sites for advancing the concept of “harmonious coexistence between humans and nature” and hold a strategic role in establishing global ecological security barriers. …”
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Clinical characteristics and genomic epidemiological survey of tuberculosis in Wuzhou, China, 2022 by Jianpeng Li, Manman Zhao, Weidao Huang, Xuanxuan Huang, Yongqiang Ou

“…This pioneering survey provides crucial insights into TB patient characteristics, drug resistance patterns, and lineage distribution in Wuzhou, laying a foundation for future targeted TB control strategies in the region.IMPORTANCEIn 2022, tuberculosis (TB) was the second leading cause of death from a single infectious agent worldwide, posing a serious threat to global health. …”
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