Precise prediction of choke oil rate in critical flow condition via surface data by Qing Wang, Muntadher Abed Hussein, Bhavesh Kanabar, Anupam Yadav, Asha Rajiv, Aman Shankhyan, Sachin Jaidka, Mehul Manu, Issa Mohammed Kadhim, Zainab Jamal Hamoodah, Fadhil Faez, Mohammad Mahtab Alam, Hojjat Abbasi

“…The novelty of this study lies in the comprehensive comparison of machine learning methods applied to real-world oil production data, with a particular focus on the impact of key well parameters on production efficiency. …”
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A medical insurance fund operation performance evaluation system under the DRG payment mode reform by Zijian Wang, Zijian Wang, Zijian Wang, Weifu Chang, Weifu Chang, Aijing Luo, Aijing Luo, Aijing Luo

“…BackgroundAn evaluation system for comprehensively measuring medical insurance fund operational performance under China’s Diagnosis Related Groups (DRG) payment reform holds critical theoretical and practical significance, especially for enhancing the efficiency of medical insurance fund utilization and the quality of healthcare services. …”
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Extracting fluorescent reporter time courses of cell lineages from high-throughput microscopy at low temporal resolution. by Mike J Downey, Danuta M Jeziorska, Sascha Ott, T Katherine Tamai, Georgy Koentges, Keith W Vance, Till Bretschneider

“…We first compare the efficiency and accuracy of different segmentation methods and then present a statistical scoring algorithm for cell tracking, which draws on the combination of various features, such as nuclear intensity, area or shape, and importantly, dynamic changes thereof. …”
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Evaluation of the Routine Childhood Immunization Program Process at Primary Health Care Centers in Salah Al-Dean Governorate by Majid Hassoon, Mohammed Khalifa

“…Instrument content validity is determined by a panel of (18) experts. Internal consistency reliability is determined through Cronbach alpha correlation coefficient. …”
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Impacts of coal fracture roughness and aperture on the seepage of injected water: An experimental study by Gang WANG, Xuechang CHEN, Hao CHEN, Qingming LONG, Yixin LIU

“…Proper water injection methods should be selected based on different fracture apertures and roughness to enhance the water injection efficiency effectively.…”
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Investigating the Effects of Sleep Health Education Based on Mobile Application on Sleep Quality of the Elderly: A Quasi-Experimental Study by Shahla Asiri, Hananeh Rahimi, Ehsan Kazemnezhad Leyli, Negar Pourvakhshoori

“…Multivariate analysis of covariance analysis indicated that sleep hygiene education significantly improved sleep quality across all areas, except for sleep efficiency (P≥0.05). Conclusion Sleep health education utilizing accessible and practical methods enhances the sleep quality of the elderly. …”
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Miniinvasive technologies in surgery of gallstone disease complicated by mechanical jaundice by A.S. Nikonenko, N.G. Golovko, V.А. Grushka, А.V. Klimenko, E.І. Gaidarzhi, D.А. Detsyk, I.V. Rusanov, G.І. Ohrimenko, Т.S. Gavrilenko, S.О. Matveyev

“…A similar situation cannot remain regardless and requires the search of new ways of decision of this problem. Research aim. Determination of the most optimal methods of diagnostics and treatment of patients with the gallstone disease complicated by mechanical jaundice and estimation of efficiency of their application. …”
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PERSONAL RESPONSE TO DISEASE IN PARAFUNCTIONS OF MASTICATORY MUSCLES by A. K. Iordanishvili, A. A. Serikov, A. R. Faizov

“…To determine the type of attitude to the patient’s disease,we used the TOBOL clinical test method (type of attitude to the disease), which implements the clinical and psychological typology of patient attitude and provides for the possibility of defining one of the twelve types of responses.Results. …”
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New forms of physical education in older preschoolers in the context of development intellectual and creative spheres of personality by Aleksandr A. Rusakov, Vladimir R. Kuzekevich

“…The experiment involved 237 older preschoolers from five kindergartens in Irkutsk. Methods. The study used various methods, such as structured analysis of outdoor games, questionnaires, observation, testing, pedagogical experiment and statistical processing of the data obtained. …”
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Highly Qualified Scientific Personnel in Economic Sciences: Sectoral Distribution by Sergei I. Pakhomov

“…In conditions of an acute shortage of scientific personnel necessary for innovative scientific and technological solutions and approaches that meet the task of building a knowledge economy the obtained results can be used to determine projected personnel training needs, harmonize the training system and the scientific certification/assessment system, develop the network of dissertation boards, define new approaches to postgraduate admissions and improve the efficiency of postgraduate graduation with dissertation presentation, as well as to improve the management of the complex of processes related to the organization of scientific research in economic disciplines.…”
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Theoretical Proposals for Improving the Noise Immunity of Receiving Multi-Position Signals in Channels with Variable Parameters by S. V. Dvornikov, A. V. Pshenichnikov, A. F. Kryachko, M. R. Bibarsov, G. S. Bibarsova

“…Development of theoretical proposals for improving the efficiency of receiving QAM signals in radio channels with variable parameters.Materials and methods. …”
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Justifying the selection of a neural network linguistic classifier by Олеся Барковська, Ксенія Воропаєва, Олександр Руських

“…Given the escalating demand for precision and efficiency in text classification methods, the evaluation and comparison of diverse neural network models become imperative to determine optimal strategies. …”
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Time in range prediction using the experimental mobile application in type 1 diabetes by A. N. Rusanov, T. I. Rodionova

“…The results of the forecast efficiency on the test sample were: dTIR: MAE — 6,82%, RMSE — 8,60%; SLR: MAE — 5,66%, RMSE — 7,34%; MLR: MAE — 4,18%, RMSE — 5,28%; ANN (2 layers): MAE — 4,14%, RMSE — 5,19%; ANN (1 layer): MAE — 4,44%, RMSE — 5,52%.CONCLUSION: ANN with two hidden layers and MLR demonstrated the best ability for TIR prediction. …”
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Neoteinic and dwarf weeds: distribution, biology, control by O. Kurdiukova, O. Tyshchuk

“…Goal. To determine the features of the distribution, occurrence, biology, harmfulness and methods of control of neoteinic and dwarf weeds in the conditions of the Left Bank Steppе. …”
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To the Question of the Relevance of Statistics of Information and Communication Technologies in the Context of the Digital Transformation of the Economy by M. Y. Karyshev

“…At the same time, the dynamism of the analyzed subject area determines the prerequisites for revising the system of statistical indexes in order to update it and increase the efficiency of publishing the results of surveys in the field of information and communication technologies…”
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Accurate irrigation decision-making of winter wheat at the filling stage based on UAV hyperspectral inversion of leaf water content by Xuguang Sun, Baoyuan Zhang, Menglei Dai, Cuijiao Jing, Kai Ma, Boyi Tang, Kejiang Li, Hongkai Dang, Limin Gu, Wenchao Zhen, Xiaohe Gu

“…The SPA algorithm also improved the inversion efficiency of LWC. A significant positive correlation between SWC and LWC during the filling stage was observed, and a conversion model was developed for the pre-, mid-, and late-filling stages. …”
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Clinical prediction model for MODY type diabetes mellitus in children by D. N. Laptev, E. A. Sechko, E. M. Romanenkova, I. A. Eremina, O. B. Bezlepkina, V. A. Peterkova, N. G. Mokrysheva

“…The use of the developed model in clinical practice will assist in the selection of patients for diagnostic genetic testing for MODY, which will allow for the efficient allocation of healthcare resources, the selection of personalized treatment and patient monitoring.…”
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Effectiveness of sequential bilateral repetitive transcranial stimulation versus bilateral theta burst stimulation for patients with treatment-resistant depression (BEAT-D): A rand... by Masataka Wada, Shinichiro Nakajima, Keita Taniguchi, Shiori Honda, Yu Mimura, Ryo Takemura, Kevin E. Thorpe, Sakiko Tsugawa, Ryosuke Tarumi, Sotaro Moriyama, Naohiro Arai, Ryosuke Kitahata, Hiroyuki Uchida, Shinsuke Koike, Zafiris J. Daskalakis, Masaru Mimura, Daniel M. Blumberger, Yoshihiro Noda

“…Owing to a shorter treatment time, bilateral theta burst stimulation (BL-TBS) can be more efficient protocol. The non-inferiority of BL-TBS to BL-rTMS was established in late-life TRD; however, this has not been determined in adults of other age groups. …”
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An algorithm for heterogeneous wireless network connections for user preferences and services by S. Dinesh Krishnan, A. Daniel, S. Ayyasamy, Balamurugan Balusamy, Shitharth Selvarajan, Taher Al-Shehari, Nasser A. Alsadhan

“…Through the incorporation of user-centric decision-making into the network selection process, this research enhances adaptive wireless communication systems, leading to better user experience and network efficiency.…”
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Continuum topological derivative - A novel application tool for segmentation of CT and MRI images by Viswanath Muthukrishnan, Sandeep Jaipurkar, Nedumaran Damodaran

“…Results clearly demonstrate that the combination of CTD denoising and segmentation outperforms the other three established methods in terms of both efficiency and accuracy in delineating diseased or affected areas, as evidenced by the various case studies conducted in this research. …”
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