The Antioxidant and Antitumor Effects of Al-gae from the Persian Gulf: A Systematic Re-view by Erfan Jamei, Mohammad Reza Gallehgiryan, Masoumeh Shiravani, Ali Sadeghi, Mohadeseh Mahdi, Maryam Nekooei

“…However, further research is required for the optimal exploitation of these resources in medicine and drug development.…”
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Machine‐learning based spatiotemporal prediction of soil moisture in a grassland hillslope by Timo Houben, Pia Ebeling, Swamini Khurana, Julia Sabine Schmid, Johannes Boog

“…Performance metrics varied between the ML methods and the training‐test data split (R2 = 0.48–0.69, root‐mean‐square error [RMSE] = 0.06–0.10). …”
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Accurate and Robust Train Localization: Fusing Degeneracy-Aware LiDAR-Inertial Odometry and Visual Landmark Correction by Lin Yue, Peng Wang, Jinchao Mu, Chen Cai, Dingyi Wang, Hao Ren

“…Next, a kilometer post factor is constructed, and multi-source information is optimized within a factor graph framework. …”
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Research and Experimentation on Acoustic Monitoring Technology for Laser Drilling Penetration by Bowen Lian, Kewen Pan, Liqun Wang, Liwu Shi, Jianhua Yao, Wei Guo

“…This study proposes a laser drilling penetration monitoring method based on acoustic principles. First, the acoustic module parameters of the system were simulated and calibrated using COMSOL Multiphysics (version 6.1) software, resulting in an optimal sound source frequency of 35 kHz and an incident angle of 30° for the acoustic waves. …”
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Analysis of AC winding loss of permanent magnet synchronous traction motor with high power by LI Xiangcheng, WANG Yingchun, NI Wei, WU Nan

“…AC winding loss is the sum of DC winding loss and eddy current loss. The sources, calculation methods and influencing factors of AC winding loss of PMSTM with high frequency and power were studied. …”
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Experience of using telemedicine technologies in healthcare systems of foreign countries and the Russian Federation: systematic review by O. A. Volkova, S. S. Budarin, E. V. Smirnova, Yu. V. Elbek

“…Today, the development and widespread use of digital technologies in medicine is considered as one of the most promising mechanisms for optimizing costs and improving the efficiency of healthcare and the quality of life of the aging society.Objective: to study the experience of using telemedicine technologies for providing medical care in the health systems of different countries, including the Russian Federation.Material and methods. …”
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Social Factors Influencing Healthcare Expenditures: A Machine Learning Perspective on Australia’s Fiscal Challenges by Wei Gu, Zhantian Zhang, Ou Liu

“…While traditional statistical methods struggle to capture complex data relationships, machine learning offers a more robust approach to handling intricate and non-linear data. …”
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Towards Sustainable Campus Development: A Case Study of Klaipeda University by Anne Olga, Mikalauskas Ignas

“…This involves integrating renewable energy sources and smart building systems to improve resource efficiency and encourage sustainable living practices. …”
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A comprehensive review of digital twin in healthcare in the scope of simulative health-monitoring by Mubaris Nadeem, Sascha Kostic, Mareike Dornhöfer, Christian Weber, Madjid Fathi

“…The availability of new data sources raises the potential for developing structured approaches for prediction and analysis. …”
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Assessing Staffing Needs in the Maintenance Department of a Tertiary Care Teaching Hospital Using Workload Analysis by Alvita Lurdin Saldanha, Shyni Cardoza, Jyothi Seema Moras, Sonal Sophia Fernandes

“… Background Effective staffing in hospital maintenance departments is crucial for ensuring smooth operation of healthcare facilities and maintaining high-quality patient care. However determining optimal staffing levels can be challenging due to various factors such as workload fluctuations skill mix and budget constraints.Objective This research aimed to provide a comprehensive assessment of staffing needs in the hospital maintenance department by conducting a workload analysis and applying insights from these studies ultimately contributing to improved operational efficiency and patient care.Methods Data was collected from 03062024 to 09062024 through direct interviews with staff to assess current work processes biometric attendance reports and other relevant sources.Results The study findings indicate that the maintenance departments actual working hours 9.24 hours day exceed the desired working hours 7.5 hoursday resulting in overtime work 1.7-2 hoursday which affects employee well-being productivity and efficiency. …”
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Sovereignty and territory of the state in the aspect of the problems of constitutionalism: past and present by V. A. Simonov

“…The subject of the research is issues of sovereignty and territory of the state in the light of the problems of constitutionalism, the transformation of scientists' views on the place and role of the territory of the state among the signs of state sovereignty as the main element of the constitutional system and an inalienable property of the state.The purpose of the study is to determine, based on an analysis of the domestic and international legal political and economic situation, the optimal directions for improving the territorial and political organization of Russia.Dialectical-materialistic, comparative-legal, system-structural methods are used in the research.Main results. …”
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Potential strategies for effective utilization of costal cartilage in articular cartilage injury repair by SA Sheleg, AD Kurenkova, ZA Mosina, PS Timashev

“…Background: Joint diseases are one of the leading causes of global disability. Various methods of cartilage repair, including microfracture, mosaic chondroplasty, and autologous chondrocyte transplantation, have been actively studied. …”
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Data enrichment for semantic segmentation of point clouds for the generation of geometric-semantic road models by David Crampen, Joerg Blankenbach

“…This workflow is adaptable to various model architectures, from deep learning methods like PointNet++ and PointNeXt to traditional machine learning models such as Random Forest. …”
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Estimating reach of social impact products: A model to standardize the calculation of product reach in data-scarce settings by Svenja M Jungjohann, Emily Carnahan, Peiman Milani, Cyril Engmann

“…We propose a novel model to support data-driven decision-making in data and budget-constrained settings and use of routine monitoring to ensure progress towards program outcomes and impact. # Methods We present a complete model to estimate product reach of durable and fast-moving consumer products, which includes required inputs, potential data sources, formulas, trade-offs, and assumptions…”
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Population Structure and Size of Early Yekaterinburg (1723-1744) by E. V. Borodina, S. I. Tsemenkova

“…Using quantitative analysis methods and social history approaches, the main social groups of the population were identified and characterized. …”
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Improved Hadamard Decomposition and Its Application in Data Compression in New-Type Power Systems by Zhi Ding, Tianyao Ji, Mengshi Li

“…The proliferation of renewable energy sources, flexible loads, and advanced measurement devices in new-type power systems has led to an unprecedented surge in power signal data, posing significant challenges for data management and analysis. …”
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Fractional hitting sets for efficient multiset sketching by Timothé Rouzé, Igor Martayan, Camille Marchet, Antoine Limasset

“…Abstract The exponential increase in publicly available sequencing data and genomic resources necessitates the development of highly efficient methods for data processing and analysis. Locality-sensitive hashing techniques have successfully transformed large datasets into smaller, more manageable sketches while maintaining comparability using metrics such as Jaccard and containment indices. …”
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Encapsulation Techniques to Enhance Astaxanthin Utilization as Functional Feed Ingredient by Matteo Vitale, Joaquin Gomez-Estaca, Janete Chung, Seong-Chea Chua, Daniela Maria Pampanin

“…Herein, the effectiveness of astaxanthin (AX) as functional feed ingredient was assessed by enhancing its stability and bioavailability using encapsulation methods. Spray-drying and liposome entrapment were applied to a natural AX source from shrimp by-products, along with two commercially synthetic alternatives. …”
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Extract and Powder of Epilobium Angustifolium in Bakery Products by Nevskaya E., Zueva A., Belyaev A.

“…The modern food industry is currently facing the problem of the appropriate use of inexpensive and affordable domestic plant materials as an important source of vital substances. They can be used in formulations and production technologies of fortified functional foods. …”
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Contemporary Challenges in the Integration of Artificial Intelligence within China’s Higher Education System by Xiao Jingyu, Anna A. Arinushkina, Olga A. Mashkina

“…The study focuses on the integration of artificial intelligence technologies and the possible implementation of the results in higher education system of the Russian Federation. Methods. The main sources of data for analysis include programme documents, plans for the development of the “intelligent education”, and research results on introducing innovations in AI in higher educational institutions of China. …”
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