From Clusters to Communities: Enhancing Wetland Vegetation Mapping Using Unsupervised and Supervised Synergy by Li Wen, Shawn Ryan, Megan Powell, Joanne E. Ling

“…This study addresses these challenges by developing a scalable vegetation classification framework that integrates cluster-guided sample selection, Random Forest modelling, and multi-source remote-sensing data. …”
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Speech etiquette situation of apology in classes of Russian as a foreign language (on the example of Asya Petrova's story «Sorry, Fool») by Zhanna K. Gaponova, Anastasiya A. Serogodskaya

“…Since reading as a kind of speech activity is connected with the cognitive function of the language, the proper selection of texts in the classes of Russian as a foreign language contributes to the application of the factual information contained in them in practice, as well as increasing linguocountryological competence of students. …”
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Diagnostic potential of the B9D2 gene in colorectal cancer based on whole blood gene expression data and machine learning by Zhaorui Wang, Yongcheng Fu, Haozhe Zhang, Na Liu, Ningjing Lei

“…The B9D2 gene, which is essential for ciliary function, has been rarely explored in CRC. This study is the first to investigate the diagnostic potential of B9D2 in CRC, using bioinformatics and machine learning to uncover its novel role in early detection, with implications for clinical translation. …”
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Battery Energy Storage System Placement And Sizing In Distribution Networks by Sorokin Dmitry

“…The methodology is applicable to BESS which implement the functions of ensuring the reliability of power supply to consumers (use of BESS as a backup or emergency source of power supply), as well as the function of regulating voltage levels in the electrical network (regulating reactive power by the BESS inverter).…”
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3D-MRI brain glioma intelligent segmentation based on improved 3D U-net network. by Tingting Wang, Tong Wu, Defu Yang, Ying Xu, Dongyang Lv, Tong Jiang, Hengjiao Wang, Qi Chen, Shengnan Xu, Ying Yan, Baoguang Lin

“…This method offers significant guidance for medical diagnosis, grading, and treatment strategy selection.<h4>Methods</h4>Glioma case data were sourced from the BraTS2023 public dataset. …”
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Integrating Food Preference Profiling, Behavior Change Strategies, and Machine Learning for Cardiovascular Disease Prevention in a Personalized Nutrition Digital Health Interventio... by Hana Fitria Navratilova, Anthony David Whetton, Nophar Geifman

“…Intervention functions were designed using the Behavior Change Wheel, and behavior change techniques were selected for the DHI features. …”
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Liver transplantation from 73-year-old cadaveric donor by M. N. Kornilov, M. G. Minina, I. A. Miloserdov, D. N. Kruglov, R. S. Chaikin, A. G. Malakhov, S. I. Zubenko, S. V. Gautier

“…Recipient suffered from liver neuroendocrine tumor without signs of extrahepatic spread. Liver function is adequate during 90-day follow-up. Liver transplantation from older deceased donors has good outcome according to world experience. …”
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Genetic Basis and Simulated Breeding Strategies for Enhancing Soybean Seed Protein Content Across Multiple Environments by Xu Sun, Bo Hu, Wen-Xia Li, Hai-Long Ning

“…Soybeans are a primary source of plant-based protein, with seeds containing approximately 40% protein—a key quality trait. …”
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When, where, and how prey pair antipredator behaviors to natural and anthropogenic mortality risks by Michael E. Egan, Abigail M. Weber, Nicole Gorman, Michael W. Eichholz, Daniel Skinner, Peter E. Schlichting, Guillaume Bastille-Rousseau

“…We used hidden Markov models to determine whether each covariate impacted the probability of transitioning between behavioral states and selection functions to determine whether deer spatially avoided each covariate. …”
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Effects of Soil Texture on Effective Mixing Depth and Solute Loss by WANG Jie, ZHENG Hao, LI Zihan, REN Shaocong, WANG Shuoguo, LIAN Qijie, WEI Yujie, CAI Chongfa

“…It is of great significance to quantify the effective mixing depth of texture-differentiated soils and investigate the response of effective mixing depth to soil erosion, and solute loss in the modeling of agricultural non-point source pollution. ［Methods］ The topsoils of five texturally distinct dry croplands in the Danjiangkou Reservoir Region were selected as the research object. …”
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Reactualizing Classical Islamic Power: Reinterpreting Al-Mawardi in Post-Reform Indonesian Democracy by Jafar Ahmad

“…Al-Mawardi, through the institution of ahl al-halli wa al-‘aqdi, provides a theoretical foundation for community representation in the leadership selection process, which functionally resembles elections in a democratic system. …”
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Vitamin K1 and K2: Biochemistry, Clinical Significance, and Therapeutic Potential in Human Healt by Michał Wycik, Michał Szczupak, Anna Maria Modzelewska

“… Vitamin K, encompassing phylloquinone (K1) and menaquinones (K2), is essential not only for coagulation but also for various extra-hepatic functions. This review summarizes current knowledge on the biological roles, absorption mechanisms, clinical relevance, and therapeutic implications of vitamins K1 and K2, with particular emphasis on their functions beyond hemostasis. …”
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Reprogrammed Cell‐based Therapy for Liver Disease: From Lab to Clinic by Amir Mehdizadeh, Masoud Darabi

“…The generation of human functional hepatocytes in high quantities for liver cell therapy is an important goal for ongoing therapies in regenerative medicine. …”
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Comprehensive sustainable development of a multifunctional machine: 3D food printer and didactic platform by Arturo Molina, Daniel Cortés, Isaac Chairez, Mariel Alfaro-Ponce, Mario Moisés Alvarez, Grisell Trujillo de Santiago

“…In this manner, the selection and innovation of materials constitutes a primary source of innovation and research in the integral development of a 3D food printer. …”
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Sociocultural activities of wartime library within the context of the Ukrainian sociohumanitarian science priorities by Vasylenko Olha, Sereda Tetiana

“…Sociocultural activities, as one of the library functioning fields, aim to develop a spiritual culture, disseminate the relevant knowledge, represent the library and scientific resources, shape a positive institutional image; foster the realization of the task of building a scientific worldview, intellectual, moral and aesthetic development of society. …”
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Thermal analysis and multi-objective optimization of equal-area microfluidic cooling systems by Yucheng Wang, Antong Bi, Yue Yao, Weiting Chen, Kaiyu Chen, Shenxin Yu, Jiangang Yu, Chao Wang, Wei Li, Shaoxi Wang

“…Computational Fluid Dynamics (CFD) simulations were conducted to evaluate temperature distribution, pressure drop, Nusselt number, and thermal resistance as functions of flow velocity, and the performance evaluation criterion (PEC) was applied to comprehensively assess the overall performance of each design. …”
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Quantifying degradation in animal acoustic signals with the R package baRulho by Marcelo Araya‐Salas, Erin E. Grabarczyk, Marcos Quiroz‐Oliva, Adrián García‐Rodríguez, Alejandro Rico‐Guevara

“…Abstract Animal acoustic signals are shaped by selection to convey information based on their tempo, intensity, and frequency. …”
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Nitrogen content estimation of apple trees based on simulated satellite remote sensing data by Meixuan Li, Xicun Zhu, Xicun Zhu, Xinyang Yu, Cheng Li, Dongyun Xu, Ling Wang, Dong Lv, Yuyang Ma

“…The data was resampled based on satellite sensor spectral response functions to match the band resolutions of multiple satellite sources. …”
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SIU-ICUD: Principles and Outcomes of Focal Therapy in Localized Prostate Cancer by Alessandro Marquis, Jonathan Olivier, Tavya G. R. Benjamin, Eric Barret, Giancarlo Marra, Claire Deleuze, Lucas Bento, Kae J. Tay, Hashim U. Ahmed, Mark Emberton, Arnauld Villers, Thomas J. Polascik, Ardeshir R. Rastinehad

“…Future directions for further FT adoption include the availability of long-term data, protocol standardization and technological improvements to enhance patient selection and treatment planning and delivery. <b>Conclusions</b>: FT is a valuable therapeutic option for selected patients with localized PCa, demonstrating promising oncological outcomes and better functional preservation compared to radical treatments. …”
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Urban resilience: Assessment of performance and science mapping from a climate change perspective by Apu Deb, Humayra Sultana

“…Thus, this study suggests that more research on energy efficiency, green parks, green buildings, institutional functioning, and intergovernmental cooperation may be possible.…”
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