A novel method for power transformer fault diagnosis considering imbalanced data samples by Jun Chen, Yong Wang, Lingming Kong, Yilong Chen, Mianzhi Chen, Qian Cai, Gehao Sheng

“…IntroductionMachine learning-based power transformer fault diagnosis methods often grapple with the challenge of imbalanced fault case distributions across different categories, potentially degrading diagnostic accuracy. …”
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METHOD FOR THE DIAGNOSTICS OF SYNCHRONIZATION DISTURBANCES IN THE TELECOMMUNICATIONS NETWORK OF A CRITICAL USED COMPUTER SYSTEM by Vladimir Rudnytsky, Mykhailo Mozhaiev, Nina Kuchuk

“…The method is based on increasing the resolution of the measuring system based on an acoustooptic spectrum analyzer.…”
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Enhancing wheat productivity utilizing nano- and bio-fertilizers in water-scarce Sinai, Egypt, under different irrigation systems by Emad Fawy Mostafa, Eman Ibrahim Refaie Emara, Radwa Hassan Bakr, Khaled Gaber Abdel Azim, Lamy Mamdoh Mohamed Hamed

“…These findings provide valuable insights for optimizing wheat production in water-scarce regions, considering irrigation methods, crop water requirements, and nitrogen fertilization sources.…”
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Determining optimal timing of birth for women with chronic or gestational hypertension at term: The WILL (When to Induce Labour to Limit risk in pregnancy hypertension) randomised... by Laura A Magee, Katie Kirkham, Sue Tohill, Eleni Gkini, Catherine A Moakes, Jon Dorling, Marcus Green, Jennifer A Hutcheon, Mishal Javed, Jesse Kigozi, Ben W M Mol, Joel Singer, Pollyanna Hardy, Clive Stubbs, James G Thornton, Peter von Dadelszen, WILL Trial Study Group

“…<h4>Methods and findings</h4>This 50-centre, open-label, randomised trial in the United Kingdom included an economic analysis. …”
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Multi-criteria vehicle routing problem for a real-life parcel locker-based delivery by Radosław Idzikowski, Jarosław Rudy, Michał Jaroszczuk

“…Three solving methods, relying on the concept of Pareto-optimality, are proposed: a greedy constructive heuristic, a Tabu Search metaheuristic and a Genetic Algorithm. …”
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PECTIN THERAPY IS A METHOD OF PREVENTION OF REPRODUCTIVE LOSSES ASSOCIATED WITH INTRAPLACENTARY ACCUMULATION OF RADIONUCLIDES by А. Живецька- Денисова, І. Воробйова, Н. Скрипченко, Л. Лозова, О. Шамаєва, Н. Рудакова, С. Стрижак

“…It is impossible to develop optimal measures for the treatment and prevention of miscarriage with universal effectiveness due to the multifactorial nature of pathology. …”
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Effective spectral pre-processing methods enhance accuracy of soil property prediction by NIR spectroscopy by Mehdi Eslamifar, Hamed Tavakoli, Eiko Thiessen, Rainer Kock, José Correa, Eberhard Hartung

“…A total of 333 soil samples were sourced from different farms across Northern Germany, analyzed using two NIR spectrometers, and their properties were measured in a certified lab. …”
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THE STRENGTH MODELING OF BOGIE WELDED FRAME AND ITS INFLUENCE ON LIFE PREDICTION by LIU Xu, ZHANG KaiLin, ZHOU ChunPing, LIU ChangLin

“…In order to discuss the rationality of fatigue analysis models of bogie welded frame,this paper regards box girder as the research object and establishes nominal stress model,structure stress model and notch stress model by aiming at different processing methods of main weld. Through stress characteristics,fatigue assessment,cumulative damage,and weld parameter influence of three models are compared. …”
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A Multi-Level Integrated EEG-Channel Selection Method Based on the Lateralization Index by Junhong Luo, Qing Liu, Pengrui Tai, Guanglin Li, Yongcheng Li

“…A significant challenge lies in reducing the number of electrodes without compromising decoding accuracy. Although some methods have been proposed in previous studies, these often increase computational load and overlook the importance of channel selection across different subjects. …”
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EXPERIENCE IN THE DEVELOPMENT AND APPLICATION OF A METHOD FOR INVESTIGATING THE ABILITY OF NEUTROPHILS TO FORM EXTRACELLULAR TRAPS by G. D. Novikov, A. N. Zolotov, A. Yu. Savochkina, A. V. Indutny, O. V. Korpacheva, N. A. Kirichenko

“…The study method was applied in different groups of patients with certain infectious (pulmonary tuberculosis) and non-infectious pathology (ulcerative colitis, aneurysmal bone cysts). …”
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Disagreement Persists on Optimal Rehabilitation Goals and Timelines for Weight-Bearing Restriction, Knee Brace Use, and Return to Sports After Posterolateral Corner Reconstruction by Ilan Y. Mitchnik, M.D., Tomer Mimouni, M.Sc., Loren S. Haichin, M.Sc., Suzana Bayyouk, B.P.T., Gilbert Moatshe, M.D., Dror Lindner, M.D., Jorge Chahla, M.D., Ph.D., Yiftah Beer, M.D., Ron Gilat, M.D.

“…Conclusions: There is disagreement about optimal rehabilitative goals and timelines for weight-bearing restriction, knee brace use, and return to sports after PLC reconstructions. …”
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The Microstructures and Properties of Cu-Ni-Co-Si Alloys: A Critical Review by Fang Li, Wenteng Liu, Chao Ding, Shujuan Wang, Xiangpeng Meng

“…In addition, it explores the influence of different elements and thermal treatments on the alloys’ microstructures and properties, discussing strategies to enhance the properties of Cu-Ni-Co-Si alloys. …”
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Effects of exogenous SLs on growth and physiological characteristics of flue-cured tobacco seedlings under different degrees of drought stress by Xiao-dong Wang, Yi-nan Zhang, Xiao-guo Wang, Ye Zhuang, Shao-hua Ge

“…However, the interactions between strigolactones and various hormones under drought stress require further investigation to elucidate the underlying molecular mechanisms. The application methods of strigolactones should be optimized.…”
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Midterm outcomes of thoracic endovascular aortic repair versus optimal medical therapy for uncomplicated acute type B dissectionCentral MessagePerspective by Kevin G. Hu, BS, Wei-Guo Ma, MD, Stevan Pupovac, MD, Irbaz Hameed, MD, Soraya Fereydooni, MD, Eric S. Li, MD, Haleigh Larson, MD, Mohammad Zafar, MBBS, Britt Tonnessen, MD, Jonathan Cardella, MD, Eduard Aboian, MD, Raul Guzman, MD, Cassius Ochoa Chaar, MD, David Strosberg, MD, Matthew Williams, MD, Naiem Nassiri, MD, Roland Assi, MD, Prashanth Vallabhajosyula, MD, MS

“…Objective: We sought to compare the early and midterm outcomes of thoracic endovascular aortic repair (TEVAR) versus optimal medical therapy (OMT) for uncomplicated acute type B aortic dissection. …”
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Comparative Analysis of Edge Soiling Resilience: Full-Cell vs. Half-Cell Photovoltaic Modules in Different Mounting Orientations by Jicheng Zhou, Li Yu, Ayipaiyili Yuetikuer, Linzhao Hao, Bingchun Jiang

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Assessment of monthly to daily streamflow disaggregation methods: A case study of the Nile River Basin by Mohamed Refaat Elgendy, Paulin Coulibaly, Sonia Hassini, Wael El-Dakhakhni, Yasser Elsaie, Mesfin Benti Tolera, Samuel Dagalo Hatiye, Mekonen Ayana

“…Therefore, many disaggregation methods were developed, resulting in various relative performances without a clear indication of the optimal choice. …”
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An AI recognition method for children's clinical operative pain by skin potential (SP) signal by Mingxuan Huang, Cangcang Fu, Linbo Chui, Jiadong He, Xiaozhi Wang, Jikui Luo, Bin Wu, Yonggang Chen, Shaohua Hu, Jihua Zhu, Yubo Li

“…This time-frequency analysis method, by preserving low-frequency features, is particularly suitable for SP signals. …”
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EVALUATION OF EXPRESSION OF 4 MIRNAS IN CYTOLOGICAL SAMPLES AS AN ADDITIONAL METHOD OF CERVICAL CANCER DIAGNOSIS by P. A. Arkhangelskaya, R. B. Samsonov, T. A. Shtam, M. S. Knyazeva, M. K. Ivanov, S. E. Titov, N. N. Kolesnikov, E. V. Bakhidze, I. V. Berlev, A. А. Mikhetko, S. L. Vorobyev, A. V. Malek

“…Implementation of the method in clinical practice requires methodological optimization and additional validation using more clinical material.…”
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Hole-Free Symmetric Complementary Sparse Array Design for High-Precision DOA Estimation by He Ma, Libao Liu, Zhihong Gan, Yang Gao, Xingpeng Mao

“…Expressions for calculating sensor positions and optimal element allocation methods to maximize DOFs are derived. …”
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Design and Validation of a Simplified Method to Determine Minimum Bactericidal Concentration in Nontuberculous Mycobacteria by Sara Batista, Mariana Fernández-Pittol, Lorena San Nicolás, Diego Martínez, Sofía Narváez, Mateu Espasa, Elena Garcia Losilla, Marc Rubio, Montserrat Garrigo, Griselda Tudó, Julian González-Martin

“…We developed three main objectives: validate a new method to determine MBC based on a reincubation method, determine MBC values of 229 NTM clinical isolates using the reincubation method, and evaluate antibiotic stability in preincubated microtiter plates. …”
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