Agriculture data sharing review by Jorge Chamorro-Padial, Jordi Virgili-Gomá, Rosa Gil, Mercè Teixidó, Roberto García

“…We continue our analysis by identifying some barriers that prevent small farmers from using or sharing research data, among them cultural contexts, lack of trust in providers, and ignorance of terms and conditions. …”
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Global road extraction using a pseudo-label guided framework: from benchmark dataset to cross-region semi-supervised learning by Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, JunJue Wang, Dingyuan Chen, Yu Su

“…Recent advancements in satellite remote sensing technology and computer vision have enabled rapid extraction of road networks from massive, Very High-Resolution (VHR) satellite imagery. However, current road extraction methods face the following limitations: 1) Insufficient availability of accurate and diverse training datasets for global-scale road extraction; 2) Costly and time-consuming manual labeling of millions of road samples; and 3) Limited generalization ability of deep learning models across diverse global contexts, resulting in better performance for regions well-represented in the training dataset, but worse performance when faced with domain gaps. …”
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Apolipoprotein L1 (APOL1): Consideration of Molecular Evolution, Interaction with APOL3, and Impact of Splice Isoforms Advances Understanding of Cellular and Molecular Mechanisms o... by Razi Khalaila, Karl Skorecki

“…In the absence of a consistent mechanistic explanation for differential kidney injury, we propose pursuing three interrelated avenues of investigation informed by prior epidemiological and mechanistic evidence linking them to APOL1’s cytotoxicity: (1) Molecular evolution of APOL1 haplotypes in human populations, (2) APOL1 splicing and consequent splice isoforms, (3) Interaction of APOL1 with other APOL gene family members, prioritizing APOL3. In the current study, we use reanalysis of population genetics datasets to resolve the haplotype contexts of all protein-altering APOL1 variants, uncovering previously unrecognized variant–haplotype couplings. …”
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The role of nanotechnologies in diagnostics and treatment of female reproductive system cancer by Z. R. Faizullina, A. A. Zhilenko, A. Kh. Islamgulov, E. A. Chernaya, A. I. Tochieva, A. A. Sanova, D. A. Dryaeva, S. Sh. Khaknazarov, T. R. Gazizov, M. M. Otadzhonov, Kh. A. Merzhoeva, E. V. Malikova, V. A. Glazepa, A. K. Matviets

“…Nanotechnologies show prominent potential in improving EC treatment despite that their role in this context remains understudied compared to other types of female reproductive system cancer.Conclusion. …”
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COZMIC. III. Cosmological Zoom-in Simulations of Self-interacting Dark Matter with Suppressed Initial Conditions by Ethan O. Nadler, Rui An, Daneng Yang, Hai-Bo Yu, Andrew Benson, Vera Gluscevic

“…These results reveal a complex interplay between early and late-Universe DM physics, revealing new discovery scenarios in the context of upcoming small-scale structure measurements.…”
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M1 macrophages – unexpected contribution to tumor progression by Olga V. Kovaleva, Madina A. Rashidova, Vasiliy V. Sinyov, Olga S. Malashenko, Alexei Gratchev, Alexei Gratchev

“…In this review, we examine the complex, context-dependent function of M1 macrophages and reassess current strategies aimed at enhancing their cytotoxicity. …”
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Ukrainian-Polish Relations Through the Prism of Scientific Schools of International Relations by Tetiana Yelova, Antonina Shulіak

“… The purpose of this article is to explore the theoretical foundations and methodological approaches of leading academic schools in the field of international relations to gain a deeper understanding of Ukrainian-Polish relations in the context of the European Union's enlargement policy. …”
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Association of plasma levels of Sestrin2 with adiposity and metabolic function indices in healthy and diabetic subjects from Qatar Biobank by Muhammad Ammar Zahid, Shahenda Salah Abdelsalam, Hicham Raïq, Hanan H. Abunada, Aijaz Parray, Abdelali Agouni

“…Conversely, in the diabetic cohort, higher Sestrin2 levels were paradoxically linked to increased triglycerides (OR: 1.57), the product of triglyceride glucose and waist circumference (OR: 1.8), body fat (OR: 1.72), waist circumference (OR: 1.82), waist-to-hip ratio (OR: 1.96) and metabolic syndrome (OR: 1.48).ConclusionsThese findings suggest that Sestrin2 may play a complex and context-dependent role in metabolic regulation, potentially serving as a protective factor in healthy individuals but contributing to metabolic dysfunction in the context of established diabetes. …”
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Methodology for Managing Financial Resources in Credit Institutions by A. G. Mikheev

“…The current state of credit and banking sector is characterized by high competition between credit institutions, taking place in context of increasing business volatility. …”
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Enhancing malaria elimination in high-transmission settings: the synergy of concurrent vector control and chemotherapy by Ronald Mulebeke, Adoke Yeka, Jean-Pierre van Geertruyden

“…Thus, tailoring strategies to the specific local context and transmission dynamics is essential for maximizing impact. …”
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PSG-Pair: A Psychological Snapshot Guided Model for Improved Query-Response Pairing in Psychological Wellness Communities for University Students by Yongsheng Ma, Xianhui Sun, Aiqun Ma

“…Additionally, while the current evaluation metrics adequately reflect the retrieval and pairing capabilities, there is a need for the development of more tailored evaluation systems to assess models within the unique context of psychological wellness support for university students. …”
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Evaluating Generative AI in Mental Health: Systematic Review of Capabilities and Limitations by Liying Wang, Tanmay Bhanushali, Zhuoran Huang, Jingyi Yang, Sukriti Badami, Lisa Hightow-Weidman

“…ObjectivesThis systematic review aims to evaluate the current capabilities of generative artificial intelligence (GenAI) models in the context of mental health applications. …”
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Ramadan fasting and exercise combination therapy: A novel approach for osteoporosis prevention in ovariectomized rats by Tarfa Albrahim, Raghad Alangry, Raghad Alotaibi, Leen Almandil, Sara Alburikan, Hisham S. Aloudah, Mohammed Alahmed, Mohammed Alahmed, Mona Alonazi

“…This could be recommended as a lifestyle modification that is protective against osteoporosis, especially in the context of depleted estrogen hormone after menopause.…”
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Human Blood Serum Banks in the System of Seroepidemiological Monitoring of Population Immunity by T. A. Semenenko, V. A. Gushchin, Ya. V. Simakova, A. E. Potapkina, T. I. Subbotina, D. A. Kleymenov, A. A. Pochtovy, A. L. Ginzburg

“…Using the infrastructure of the blood serum bank makes it possible to obtain information on the seroprevalence, effectiveness of specific prevention programs and the level of susceptibility of various age and social groups of the population to vaccine-controlled infections.Conclusion. In the context of expanding the range of real and potential biological threats, the effective functioning of human blood serum banks creates additional opportunities for studying population immunity, contributing to an increase in the effectiveness of the seroepidemiological monitoring system for current infections among the population.…”
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Security and Privacy Preservation in Smart Cities During Security Surveillance: A Mapping Study by Fatima Tariq, Ayesha Afzaal, Muhammad Junaid Anjum, Faria Kanwal, Komal Bashir, Momina Shaheen

“…This study examines the different aspects of privacy preservation in the context of security surveillance in smart cities. …”
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Navigating challenges and opportunities in Ukraine’s steel industry amidst political turmoil and decarbonization initiatives by Ivanna Harasymchuk, Vladimír Kočí, Olena Tsyplitska, Vitalii Venger, Oksana Kushnirenko, Nataliia Hakhovych

“…The study provides a comprehensive assessment of the Ukrainian steel industry, focusing on its historical significance, institutional institutional prerequisites, current potential, and prospects for sustainable development. …”
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Effects of a novel non-pharmacological intervention based on respiratory biofeedback, neurofeedback and median nerve stimulation to treat children with ADHD by Eduardo Santamaría-Vázquez, Eduardo Santamaría-Vázquez, Eduardo Santamaría-Vázquez, Anayali Estudillo-Guerra, Lna Ali, Diana Martinez, Roberto Hornero, Roberto Hornero, Leon Morales-Quezada

“…Despite its high prevalence, current pharmacological treatments are not effective in 30% of cases and show poor long-term adherence. …”
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Healthcare-Associated Infections: The Role of Microbial and Environmental Factors in Infection Control—A Narrative Review by Andreea M. Sandu, Mariana C. Chifiriuc, Corneliu O. Vrancianu, Roxana-E. Cristian, Cristina F. Alistar, Marian Constantin, Mihaela Paun, Alexandru Alistar, Loredana G. Popa, Mircea I. Popa, Ana C. Tantu, Manuela E. Sidoroff, Mara M. Mihai, Andreea Marcu, George Popescu, Monica M. Tantu

“…Also, we discussed the latest findings regarding the relationships of AR with climate change and environmental pollution in the context of the One Health approach. Phage therapy is an emerging option that can offer an alternative to ineffective antibiotic treatments for antibiotic-resistant bacteria causing HAIs. …”
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Not just money: what mothers value in conditional cash transfer programs in India by David Bishai, Krishna D Rao, Shivani Kachwaha, Avril Kaplan

“…Introduction Conditional cash transfers (CCTs) have become an important policy tool for increasing demand for key maternal and child health services in low/middle-income countries. …”
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A triple co-culture method to investigate the effect of macrophages and fibroblasts on myoblast proliferation and migration by Colin Venter, Carola Niesler

“…In vitro co-culture methods can be used to increase our understanding of these cellular interactions; however, current protocols are restricted to two, often physically separate, cell populations. …”
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