Optimizing chromosome dispersion quality: the key role of cell density by Chao-Xian Gao, Li-Mei Li, Yu-Ting Chen, Ying-Yan Guo, Bo-Xin Li, Xue-Qin Yang, Chang-Ye Hui

“…ObjectiveThis study aims to optimize metaphase dispersion in automated detection by quantitatively determining the optimal cell suspension density to enhance the accuracy and efficiency of chromosomal aberrations analysis.MethodsLymphocyte metaphase suspensions were prepared using an automated harvesting system and subjected to a concentration gradient of 104–107 cells/mL. …”
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Formulation optimization and synergistic effects of flocculation–solidification–vacuum preloading on sludge treatment by Lufan Li, Hongen Wu, Xukun Yang, Jianwen Wei, Yunliang Cui

“…Abstract Rapid infrastructure development generates large volumes of high-water-content sludge, creating an urgent need for efficient recycling and management strategies. This study introduces the flocculation–solidification–vacuum preloading (FSVP) method to enhance dewatering efficiency and strength development, facilitating subsequent mechanical construction requirements. …”
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Semi-Supervised Learned Autoencoder for Classification of Events in Distributed Fibre Acoustic Sensors by Artem Kozmin, Oleg Kalashev, Alexey Chernenko, Alexey Redyuk

“…In this paper, we present an enhanced approach based on semi-supervised learning for developing event classification models tailored for real-time and continuous perimeter monitoring of infrastructure facilities. The proposed method leverages a hybrid architecture combining an autoencoder and a classifier to enhance the accuracy and efficiency of event classification. …”
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Rationality of sentinel node biopsy in the diagnosis and minimally invasive treatment of patients with breast cancer by E. M. Bukin, A. B. Vasin, N. S. Goloshchapova

“…To consider the efficiency of approaches to the diagnosis and minimally invasive treatment in breast cancer, following the experience of sentinel node biopsy in Regional Clinical Oncological Hospital, Yaroslavl.Materials and methods. …”
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Statistical Inference on the Shape Parameter of Inverse Generalized Weibull Distribution by Yan Zhuang, Sudeep R. Bapat, Wenjie Wang

“…For (1), we introduce a purely sequential estimation strategy, which is theoretically shown to possess desirable first-order efficiency properties. For (2), we present a method that allows for the precise determination of sample size without requiring prior knowledge of the other two parameters of the IGW distribution. …”
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Light-GBM based minority oversampling model using biomedical data analysis for breast cancer classification by Mukesh Soni, Mohammed Wasim Bhatt, Paul Ofori-Amanfo

“…With improvements in accuracy, speed, and efficiency, LightGBM-based hybrid models frequently outperform baseline or standard classifiers. …”
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Research of Lightning Protection Systems of Wind Power Plant by Potapenko A.N., Kumar Udaya, Shtifanov A.I., Soldatenkov A.S.

“…The most significant result of the work is a mathematical model with boundary conditions that determines the rigid boundaries of the object of study and constant values at the free and symmetric boundaries for calculating the electric flow function, the method of finding the specific distribution of the lines of the flow function along the boundaries of the studied wind power installation, and the results of computational experiments. …”
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Subsurface Cavity Imaging Based on UNET and Cross–Hole Radar Travel–Time Fingerprint Construction by Hui Cheng, Yonghui Zhao, Kunwei Feng

“…As a significant geological hazard in large–scale engineering construction, deep subsurface voids demand effective and precise detection methods. Cross–hole radar tomography overcomes depth limitations by transmitting/receiving electromagnetic (EM) waves between boreholes, enabling the accurate determination of the spatial distribution and EM properties of subsurface cavities. …”
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Improving the operation of an asymmetric inverter with magnetically coupled inductors for energy storage systems by D. V. Martynov, Y. V. Rudenko, V. V. Martynov

“…Methods. The study uses the state-space averaging method and simulation modelling to analyse operational processes. …”
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Research on data completion and generation of downhole drilling tool attitude based on Long Short-Term Memory neural networks by Qiwei Liu, Fanmin Kong, Xiaolong Chen, Kang Li

“…This research contributes a scalable method to improve drilling efficiency and resource recovery rates, with potential applicability to broader data-driven drilling automation systems.…”
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Use of plasmapheresis and intravenous immunoglobulins in pregnant women with antiphospholipid syndrome by E. S. Orlova, S. V. Chepanov, M. S. Zainulina, S. A. Selkov

“…Analysis of P-selectin levels before and after treatment enables determination of the platelet activation levels, efficiency of therapeutic approaches, as well as medical drug correction of infavorable platelet hemostasis during therapy.…”
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Investigation of quality of life in the treatment of locally advanced and recurrent oropharyngeal cancer: State-of the-art by D. V. Sikorsky, S. O. Podvyaznikov

“…A great deal of procedures for measuring the quality of life in different groups of people determine whether it is expedient to use the most extensively studied method to adequately assess the findings and to compare with previously performed studies.Examination of changes in the quality of life after saving surgery is a promising line in the study of this disease and may be a success criterion for performed surgical treatment, including palliative care.…”
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Pricing for finished products of the enterprise: accounting and analytical aspect by N.L. Pravdyuk

“…Factors and points of influence on the efficiency of the pricing policy are: information support of process of pricing assessment of pricing factors, establish the objectives of price policy, assessment of customer demand, cost analysis, competition analysis, selecting a pricing method that measures the price adjustment, the evaluation price risk. …”
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Utilization of black soldier flies to reduce grease waste and support zero waste by Deffi Ayu Puspito Sari, Amelia Mumtaz, Diki Irawan, Prismita Nursetyowati, Aurino Djamaris

“…Univariate analysis using SPSS was conducted to determine the significance of differences in waste reduction, feed consumption, conversion efficiency of digested feed, and larvae biomass among the experimental groups.Results: The 16-day-old larvae fed with pure grease waste achieved a waste reduction index of 20.08 grams per day. …”
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Hydrogen fueling station: review of the technological state of hydrogen fuel usage by A. A. Chichirov, R. I. Razakova, F. R. Gainutdinov, D. F. Gainutdinova

“…Determining the optimal operating parameters of HRS equipment based on the thermodynamics of processes, considering the specifics of temperature regimes of Russian regions, is important for reducing costs and increasing the energy efficiency of hydrogen fuel systems. …”
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Influence of Different Strength Training Protocol on Breaststroke Performance in Competitive Swimmers by Nimrot Manalu, Syarifah Fathynah SS, Ivan Reano Panjaitan, Alifian Dwi Putra Situmorang, Deo Rivaldi, Muhammad Farhan Tumanggor

“…This study aims to evaluate the effects of different strength training protocols on breaststroke performance in competitive swimmers, focusing on physiological adaptations, biomechanical efficiency, and performance outcomes. Materials and methods. …”
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Progress in research on the effects of environmental factors on natural forest regeneration by Jiabo Liu

“…Soil composition, both physical and chemical, as well as biological factors such as microorganisms, directly determine the trajectory and efficiency of forest ecosystem recovery. …”
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The Effects of Light Duration and Intensity with Supplemental Light-Emitting Diode Lights on Grape Photosynthesis, Yield, and Fruit Quality by Yu Yuan, Shuqing Liu, Yuming Xie, Jun Nie, Xin Yang, Rutao Huang

“…The use of light-emitting diodes (LEDs), with their high efficiency in converting electricity to light, is a useful method to supplement light for plant growth. …”
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MILK CRISIS IN ROMANIA REFLECTED BY FOOD BALANCE, 2014-2021 by Agatha POPESCU, Toma Adrian DINU, Elena STOIAN, Valentin ŞERBAN

“…The aim of this study is to analyze milk resources availabilities and utilizations in their dynamics in the period 2014-2021 pointing out the state of production, import, export and availabilities for human consumption in order to assess in what measure food security and efficiency in milk trade are assured. The data provided by National Institute of Statistics were processed using fixed basis index, regression equations, determination coefficient, graphically illustration and comparison method. …”
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Research on the Raft improved algorithm for anti-Byzantine nodes by WANG Xiaowei, LI Jie

“…During log verification， if the log verification failed， the binary rollback method was used to locate the faulty log position quickly and retransmit it， which greatly improved the work efficiency.ResultsTo simulate the 100-node election process， the normal Leader was replaced in Raft algorithm because the candidate obtained more than 50% of the votes， while neither RB-Raft nor the proposed algorithm exceeded 50%， thus avoiding malicious canvassing. …”
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