Fine-Tuned Machine Learning Classifiers for Diagnosing Parkinson’s Disease Using Vocal Characteristics: A Comparative Analysis by Mehmet Meral, Ferdi Ozbilgin, Fatih Durmus

“…In addition to that, the choice of relevant vocal features, in conjunction with the Chi-Square feature selection method, greatly enhanced the computational efficiency and classification performance. …”
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INFLUENCE OF POWDER PARTICLE SIZES OF POROUS MATERIALS ON REDUCING THE AERODYNAMIC NOISE LEVEL by L. P. Pilinevich, M. V. Tumilovich, A. G. Kravtsov, D. M. Rumyantsev, K. V. Grib

“…When designing silencers, their pore size, permeability, mechanical strength, cost, and the chemical composition of the material are taken into account. Basic research methods – determination of noise level, powder particle size, permeability coefficient, pore size. …”
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Inheritance of juvenile resistance to powdery mildew in barley accessions from Ethiopia by R. A. Abdullaev, O. V. Yakovleva, T. V. Lebedeva

“…The specificity of the host–pathogen relationship and the loss of efficiency in many genes determine the need for a continuous study of previously unexplored local barley forms and a search for new, most effective resistance genes.Materials and methods. …”
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Contrasting roles for CD4 vs. CD8 T-cells in a murine model of virally induced "T1 black hole" formation. by Istvan Pirko, Yi Chen, Anne K Lohrey, Jeremiah McDole, Jeffrey D Gamez, Kathleen S Allen, Kevin D Pavelko, Diana M Lindquist, R Scott Dunn, Slobodan I Macura, Aaron J Johnson

“…For image analysis, we used semi-automated methods in Analyze 9.1; transfer efficiency was monitored using FACS of brain infiltrating lymphocytes. …”
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FEATURES OF THE OPERATION OF A WIDE-CUT FRONTAL-MOVING IRRIGATION MACHINE AND JUSTIFICATION OF THE FORCE ANALYSIS OF THE CENTRAL ARTICULATED SUPPORT by Alexey V. Kravchuk, Boris N. Beltikov, Tatyana A. Pankova

“…Materials and methods. When substantiating the technical and operational parameters of the design, a scientific method for calculating the traction load on the structure of the central support of wide-cut frontal irrigation machines from the water supply movable pipe, was used. …”
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Fast estimation of patient‐specific organ doses from abdomen and head CT examinations without segmenting internal organs using machine learning models by Wencheng Shao, Liangyong Qu, Xin Lin, Ying Huang, Weihai Zhuo, Haikuan Liu

“…Methods CT scans of the head and abdomen were used to extract radiomic features of the skin outline. …”
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P-2 RECAM VS. RUCAM: ADVANCING THE DIAGNOSIS OF IDIOSYNCRATIC DILI WITH A REVISED ELECTRONIC APPROACH. by Sara Pillajo, Daniela Chiodi, Ximena Pazos, Adriana Sánchez, Inmaculada Medina-Cáliz, Fernando Bessone, María Isabel Lucena, Nelia Hernandez

“…However, the emergence of the Revised Electronic Causality Assessment Method (RECAM) promises enhanced accuracy and efficiency. …”
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Quantification of total phenols, flavonoides and tannins from Ziziphus jujuba (mill.) and Ziziphus lotus (l.) (Desf). Leaf extracts and their effects on antioxidant and antibacteri... by Meriem Elaloui, Ame Ennajah, Hanene Ghazghazi, Imen Ben Youssef, Nada Ben Othman, Mohamed Rabeh Hajlaoui, Ali Khouja, Abdelwahed Laamouri

“…Total phenols, flavonoids, tannins contents and antioxidant activity were evaluated using the Folin ciocalteux, Aluminum trichloride, vanillin and scavenging activity on 2, 2-diphenyl-1-picrylhydrazyl (DPPH) radicals methods, respectively. The antimicrobial activity was evaluated against three bacterial strains (Escherichia coli, Staphylococcus aureus and klebsiella pneumoniea) and three fungal strains (Fusarium culmorum, Fusarium solani and Botrytis cinerea), according to well Agar diffusion method. …”
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Sociodemographic characteristics, occupational characteristics, motivational factors, and job satisfaction among primary health service practitioners by Di Liu, Huanyan Wang, Wenlin Zhang, Peixuan Chen, Yuqing Lin, Yujin Xie, Mingyang Zou, Debao Li, Ming Fang, Bingjie Hu, Lei Shi

“…Methods A multistage sampling method was employed to measure socioeconomic and demographic status, motivational factors, and job satisfaction. …”
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Simulation-Based Analysis of Pressure Distribution on Rotary Soil Loosener Blades by V. I. Myalenko

“…The use of rotary loosening tools for surface soil treatment at seed sowing depth offers several advantages over traditional implements in terms of both energy efficiency and reduced soil impact intensity. (Research purpose) The study aims to determine the distribution patterns of soil pressure on the blades of a rotary soil loosener under simulated loading conditions. …”
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A Substrate Integrated Waveguide Slotted Antenna by V. G. Koshkid’ko, Ya. O. Galtsov, D. A. Portnykh

“…The energy method was used to determine the coordinates of longitudinal slots on the wide wall of the SIW waveguide. …”
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Comparative analysis of capillary threshold pressure measurement techniques: mercury intrusion porosimetry vs. innovative measuring tool for carbon storage by Ahsan Nabi Soomro, Łukasz Anioł, Mateusz Kudasik, Karol Dąbrowski, Stanisław Nagy

“…Underestimation of threshold pressure can have significant consequences for the design and safety of CO2 storage projects, as this parameter is essential to assess the sealing efficiency of the caprocks and determine the storage capacity.…”
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Individual Identification of Holstein Cows from Top-View RGB and Depth Images Based on Improved PointNet++ and ConvNeXt by Kaixuan Zhao, Jinjin Wang, Yinan Chen, Junrui Sun, Ruihong Zhang

“…To identify cows more accurately and efficiently, a novel individual recognition method based on the using anchor point detection and body pattern features from top-view depth images of cows was proposed. …”
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Evaluation of the Apple Pomace Use as a Raw Material for Alternative Solid Fuel by Oleksandr Ivashchuk, Volodymyr Atamanyuk, Roman Chyzhovych, Vladyslava Manastyrska, Iryna Sobechko

“…Taking into account the high initial moisture content of the raw material, preliminary drying using a highly efficient filtration drying method is proposed. Based on the experimental data, the following were determined: generalized dependencies describing the change in the moisture content of raw materials and the drying duration; dependence of hydraulic resistance on the stationary layer height of the material during the filtration drying process; technologically feasible parameters of filtration drying (layer height of the dried material 120 mm, temperature of the thermal agent 90 °C, velocity of the thermal agent 1.76 m/sec); energy consumption for the removal of 1 kg of moisture under these process parameters is 21990.02 kJ/kg H2O or 6.11 kW h/kg H2O.…”
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Random Forest-Based Prediction of the Optimal Solid Ink Density in Offset Lithography by Laihu Peng, Hao Fan, Yubao Qi, Jianqiang Li

“…Compared with the traditional method of determining the optimal solid ink density, the current printing equipment used to determine the optimal solid ink density will be faster at improving industrial production efficiency and product quality. …”
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Hybrid Functions Direct Approach and State Feedback Optimal Solutions for a Class of Nonlinear Polynomial Time Delay Systems by Mohamed Karim Bouafoura, Naceur Benhadj Braiek

“…The proposed method uses a hybrid of block pulse functions and Legendre polynomials as an orthogonal base for system’s states and input expansion. …”
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THE USE OF AN ADAPTIVE APPROACH TO IMPROVE THE MECHANISM OF MANAGEMENT OF THE FUNCTIONING OF ENTERPRISES OF THE CONSTRUCTION COMPLEX by Alexander S. Tarasov

“…Method and methodology of the work: data collection, literature review. …”
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Retrospective Analysis of Experimental and Clinical Studies of Flakozid in Viral Hepatitis by V. V. Karabaeva, L. V. Krepkova, A. N. Babenko, V. V. Bortnikova, T. V. Fateeva, P. G. Mizina, N. S. Mikheeva, O. N. Karabaeva

“…The dynamics of clinical symptoms (general weakness, headache, sleep disorders, dizziness, nausea, vomiting, impaired appetite, itchy skin, pain in the right hypochondrium, jaundice, etc.), data from laboratory examination methods were evaluated, markers of hepatitis B – HBeAg and Australian antigen (HBsAg) were determined every 10 days and indicators of cellular immunity before the appointment and after 21 days of treatment; the absolute number of lymphocytes, the total number of T-lymphocytes, as well as theophylline-resistant and theophylline-sensitive cells.Results and discussion. …”
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Low-frequency rTMS modulates small-world network properties in an AVH-related brain network in schizophrenia by Lin Zhang, Li Guo, Xiaohui Liu, Jing Han, Yuanqiang Zhu, Chaozong Ma, Ye Li, Weiliang Ye

“…Following rTMS, small-worldness (σ), local efficiency (El), and global efficiency (Eg) showed significant improvement, suggesting partial restoration of network efficiency. …”
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Model-free photon analysis of diffusion-based single-molecule FRET experiments by Ivan Terterov, Daniel Nettels, Tanya Lastiza-Male, Kim Bartels, Christian Löw, Renee Vancraenenbroeck, Itay Carmel, Gabriel Rosenblum, Hagen Hofmann

“…Model-free methods to quantify FRET efficiency fluctuations would be desirable in this case. …”
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