Goal-Directed Mechanical Ventilation: Are We Aiming at the Right Goals? A Proposal for an Alternative Approach Aiming at Optimal Lung Compliance, Guided by Esophageal Pressure in A... by Arie Soroksky, Antonio Esquinas

“…The currently accepted ARDSNet guidelines are characterized by a generalized approach in which an algorithm for PEEP application and limited plateau pressure are applied to all mechanically ventilated patients. …”
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Evaluation of Lightning Prediction by an Electrification and Discharge Model in Long-Term Forecasting Experiments by Liangtao Xu, Shuang Chen, Wen Yao

“…The model showed better forecasting skills during the main rainy season (June–July–August) and at 14 : 00–20 : 00 local time. …”
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Computer Simulation of Ideological and Political Teaching under Big Data of Complexity by Guoping Zhu, Guohua Zhu, Jianhua Zhang

“…In this study, a set of computer simulation system for I&P teaching is constructed, and targeted research is launched from this. The main research results are as follows: Firstly, a computer simulation system for ideological and political teaching is designed based on the Apriori algorithm and other theoretical foundations. …”
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Organizational Mechanism for Systematically Attracting New Clients to IT Company Through Social Networks by M. P. Batura, I. V. Marakhina, U. A. Parkhimenko

“…To study the “life cycle” of clients and identify the main driving factors, the possibilities of the “Customer journey” analysis technique are considered. …”
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Sustainable energy: Advancing wind power forecasting with grey wolf optimization and GRU models by Zainab Al-Ibraheemi, Samaher Al-Janabi

“…Application challenges involve reducing large datasets, grouping them into intervals, and evaluating performance using different compression measures. The main research questions addressed include the suitability of the GWO algorithm for dataset reduction in terms of dimensions (features and records) and the effectiveness of combining GWO with deep learning, specifically GRU, for enhanced prediction results. …”
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COVID-19 as a cause of chronic pulmonary hypertension: pathophysiological rationale and potential of instrumental investigations by E. Kobelev, T. A. Bergen, A. R. Tarkova, O. Ya. Vasiltseva, O. V. Kamenskaya, V. Yu. Usov, A. M. Chernyavsky

“…The paper describes the main methods of instrumental investigations of CTEPH and an algorithm for its use in COVID-19 survivors.The revealed data demonstrated that the absence of obvious signs of pulmonary hypertension/CTEPH, the cardiopulmonary system abnormalities cannot be ruled out. …”
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ENDOVASCULAR TREATMENT OF PATIENTS WITH ACUTE THROMBOEMBOLIC OCCLUSION OF THE SUPERIOR MESENTERIC ARTERY by A. I. Khripun, A. B. Mironkov, A. D. Pryamikov, I. N. Tyurin, A. N. Alimov, G. A. Agasyan

“…Complete recovery of antegrade blood flow through the SMA and its main branches was achieved at all 13 (100 %) patients. …”
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Reliability and Quality of Complex Systems by D.N. Novomeisky, M.N. Piganov, E.T. Eskibaev

“…The main components of the methodological error are revealed. …”

Development of the technique of evaluating the professionalism of young pharmacists as a basic component of their social responsible behavior by N. О. Tkachenko, B. Р. Hromovyk, L. N. Serhieieva

“…The materials of the study were the results of the expert assessment of the professional knowledge, skills and personal qualities of young pharmacists, carried out by 453 specialists in the retail segment of the pharmaceutical market from 16 regions of four areas of Ukraine. Statement of the main provisions. The proposed method “Estimation of SRB of a pharmacist (young specialist)”, the algorithm of which is implemented during seven stages: formation of assessment positions ® grouping them into homogeneous blocks of parameters ® standardization of an assessment scale ® processing a questionnaire ® conducting an expert survey ® statistical processing of assessment results ® checking for indicators reliability. …”
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QUALITY MANAGEMENT SYSTEM OF A PHARMACEUTICAL ORGANIZATION: CRITERIA AND IMPLEMENTATION by A. A. Klimenkova, L. N. Geller, A. A. Skripko, L. A. Gravchenko, N. V. Fedorenko

“…In addition, the list of mandatory (core) and basic standard operating procedures (SOPs), detailing the main production (business-) processes, has been made up, and an algorithm for developing and testing SOPs has been outlined.Conclusion. …”
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Developing Laterality-Specific Computable Phenotypes from Electronic Health Record Data, Employing Treatment-Warranted Diabetic Macular Edema as a Use Case by Kaili Ding, MBBS, MS, Tracy Z. Lang, BS, Roberta McKean-Cowdin, PhD, Hossein Ameri, MD, PhD, Narsing A. Rao, MD, Brian C. Toy, MD

“…Data accuracy was verified by manual chart review for a subset of validation patients. Main Outcome Measures: Algorithm performance in ascertaining cross-sectional and longitudinal TW-DME status. …”
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Short-term Wind Power Forecasting Based on BWO‒VMD and TCN‒BiGRU by LU Jing, ZHANG Yanru, WANG Rui

“…Compared to other optimization algorithms such as genetic algorithm (GA) and whale optimization algorithm (WOA), the BWO algorithm demonstrates significant per-formance, with faster running speed, stronger stability, and greater robustness. …”
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Current Diagnostic Possibilities for the Initial Forms of External Endometriosis by E. M. Blazhnova, A. T. Oganesyan, A. R. Ibrahimova, R. B. Balter, T. V. Ivanova

“…However, even on days 21–23 of the cycle, the average content of ILs and CA125 in women of the main group remained statistically significantly higher than in the control group.Conclusion. …”
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Research on Ship Heave Motion Compensation Control Under Complex Sea State Environment Based on Improved Reinforcement Learning by ZHANG Qin, ZHOU Jingyi, WANG Xingyue, HU Xiong

“…In these diversified test scenarios, the improved TD3 algorithm exhibits remarkable adaptability and stability. …”
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Selection of design parameters of a spacecraft electric propulsion engine ensuring the geostationary orbit raising mission by A. V. Kolesov, V. V. Salmin

“…An expression is obtained for the main optimality criterion – the payload relative mass. …”
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Research on Hardware-in-the-loop Simulation for Traction Drive System of EMUs by ZHAO Leiting, ZHAO Zhen, JIANG Wei, LI Xinghua

“…The model of transformer, four quadrant convertor, traction/auxiliary inverter, asynchronous motor and vehicle dynamics were established according to mixed logical dynamic (MLD) model algorithm, reflective memory technology, main circuit topology and rational discretization method. …”
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Research on Dead Time Compensation of Cascaded High-voltage Inverter by LI Xinghe, JIN Xinhai, WANG Shuxian

“…Because of the particularity of high voltage inverter(HVI) topology and algorithm, the uniform dead time compensation should be considered from the main control PWM, instead of respective dead time compensation for each power unit. …”
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Ecological Efficiency Evaluation in Petrochemical Enterprises Using Plithogenic-ARTASI Model by Hailing Chen, Dingqun Zhang

“…The application of the ecological carrying capacity theory to the assessment of petrochemical companies' eco-efficiency is the main goal of this article. This study deviates from previous research that examines company eco-efficiency from a strategic and behavioral incentive standpoint. …”
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Control of grinding polygonal surfaces by Yuri Petrakov

“…At different sections of the profile, the change in the main characteristic (Material Removal Rate – MRR) process reaches tens of times. …”
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MIGRAIN AND TENSION TYPE HEADACHE IN CHILDREN: THE APPROACH TO EFFECTIVE TREATMENT. PART 1 by A. V. Sergeev

“…The literature review covers the questions of therapy of the main forms of primary headaches in children: migraines and tension-type headaches. …”
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