A predictive framework using advanced machine learning approaches for measuring and analyzing the impact of synthetic agrochemicals on human health by Sahezpreet Singh, Puneet Kaur, Inderdeep Kaur, Gurpreet Singh, Satinder Kaur, Parminder Kaur

“…This study investigates the impact of synthetic agrochemicals on human health using advanced machine learning techniques, leveraging multi-level feature selection, hybrid ensemble learning, SHAP, and custom loss function to improve prediction accuracy. …”
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Investigating the relationship between the monetary policy shock through the exchange rate channel on the management quality index in the banking system: by examining the productiv... by Farhad Sharifi Bagha, Jafar Haqiqat, Zahra Karimi Takanloo

“…One of the most important indicators that can be used to attract bank resources and assess how to use resources (optimal allocation of resources) and incomes, is the productivity index in the discussion of management quality. …”
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Non-destructive identification of commercial jerky types based on multi-band hyperspectral imaging with machine learning by Yuanxi Han, Liang Li, Siyuan Jiang, Pengpeng Sun, Wenliang Wu, Zhendong Liu

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MANAGEMENT OF INNOVATIVE DEVELOPMENT OF ENTERPRISES IN THE CONTEXT OF A CHOICE OF ENERGY SECURITY STRATEGY by Oksana Mykoliuk, Nataliia Prylepa

“…The following results were obtained: defined the main selection criteria of energy security strategy of enterprise; the author’s interpretation of the concept "energy security strategy of enterprise" is proposed, which is based on the vector of innovative development of enterprise in the field of energy security, which is aimed at rational and efficient use of energy and natural energy resources for achievement of strategic innovation aimed goals of energy policy; a structure for the energy security monitoring of enterprise has been formed and the main tasks of the enterprise’s energy security subdivision have been defined. …”
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Investigation of the Composite Motor Load in the Presence of Higher Harmonics in the Electrical Network by Ya. E. Shklyarskiy, K. K. Lobko, Yu. N. Kuznetsova, M. S. Vorobyov

“…The simulation was carried out in the MATLAB Simulink environment, with the use of the Specialized Power Systems library, in which a simulation model with motors and a source of harmonic distortion was developed. Five asynchronous motors with a squirrel-cage rotor of the AIR brand with powers varying from 0.75 to 5.50 kW were selected for the study. …”
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The importance of quantitative EGG for patients in a vegetative state in benzodiazepine test interpretation by L. N. Nerobkova, Yu. B. Filatova, A. L. Pylev, O. Yu. Kats

“…Using the multiparameter method of EEG analysis with a complex study of coherent interband links with topographic mapping and localization of equivalent dipole sources of individual EEG components, characteristic signs of changes in intercentral neuronal connections at different stages of a vegetative state were obtained, features of structural and functional interrelations for patients in a vegetative state in benzodiazepine test interpretation of which identification can represent and interest for the output prediction and selection of adequate therapy.…”
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ParticleHolography.jl: Holographic particle measurement in Julia by Dai Nakai, Yohsuke Tanaka

“…This comprehensive software provides an end-to-end processing pipeline encompassing a wide range of functionalities: preprocessing, including background removal and camera calibration; three-dimensional reconstruction through diffraction calculations; particle analysis, including detection and tracking; and result visualization. …”
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Mid-infrared Ensemble Variability of Broad-line and Narrow-line Seyfert 1 Galaxies by Zhipeng Hu, Lisheng Mao

“…The MIR variability of the combined sample is positively correlated with black hole mass and the FWHM of the H β emission line at long rest-frame time lags. (4) The long-term MIR variability of the combined sample may be mainly driven by the Eddington ratio. (5) For BLSy1 galaxies, the MIR variability of radio-detected sources is greater than that of radio-undetected sources, whereas for NLSy1 galaxies, the opposite is true.…”
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Assessment of Serum Vitamin D Levels and Evaluation of Knowledge, Attitude, and Practices of Vitamin D Deficiency among Emergency Health-care Workers at a Tertiary Care Center in N... by Sakshi Yadav, Prakash Ranjan Mishra, R. Rajalekshmi, Bharath Gopinath, Praveen Aggarwal, Akshaya Ramaswami, Paulina, Mohit Sharma

“…While most participants were aware of the active form of vitamin D, its sources and critical functions, knowledge about non-skeletal manifestations and measurable forms of vitamin D deficiency was limited. …”
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Challenges to the performance of the regional health departments in Mauritania: a qualitative study by Mohamed Ali Ag Ahmed, Kirsten Accoe, Karina Kielmann, Bruno Marchal, Verónica Trasancos Buitrago, Hamma Issa Moussa, Bart Criel

“…Results This study assessed the performance of two RDHAs in Mauritania by analysing of their key functions. The participants noted a lack of clarity in their objectives, an overly bureaucratic vision of their functions and inadequate technical capacities hampering the provision of required services. …”
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From DVB-S to DVB-S2X: Progress in Standardization of Digital Satellite Broadcasting Systems by K. Yu. Kolomensky, A. Yu. Demidova, A. S. Kazarinov

“…New functions and features introduced in the DVB-S2 system were analyzed, including the Time-Slicing (Annex M) option, which allows receivers to select and decode a specific stream carrying one or more services of interest without wasting resources on processing other streams. …”
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Study protocol for an observational research study with an embedded N-of-1 design: Increasing the availability of goal-oriented cognitive rehabilitation for people living with deme... by Caoimhe Hannigan, Antoine Lemercier, Garret McDermott, Helena Lydon, Sean P Kennelly, Michelle Kelly

“…Outcomes will include goal attainment, quality of life, and cognitive function. A subset of three participants will be randomly selected for an N-of-1, single-case experimental design evaluation. …”
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Sb2S3-templated synthesis of sulfur-doped Sb-N-C with hierarchical architecture and high metal loading for H2O2 electrosynthesis by Minmin Yan, Zengxi Wei, Zhichao Gong, Bernt Johannessen, Gonglan Ye, Guanchao He, Jingjing Liu, Shuangliang Zhao, Chunyu Cui, Huilong Fei

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From life cycle assessment to grass‐based agriculture: A review and application by Yutong Li, Shu Jin, Xiaoping Xin, Yi An, Lili Huo, Changliang Shao, Lulu Wang, Xiaoyu Zhu

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Approaches used to prevent and reduce the use of restrictive practices on adults with learning disabilities: a realist review by Joy Duxbury, Alina Haines-Delmont, John Baker, Peter Baker, Gary Bourlet, Elaine Craig, James Ridley, Rachel Whyte, Beth Morrison, Michaela Thomson, Anthony Tsang, Tella Lantta

“…The main literature searches were then conducted using six databases: Applied Social Sciences Index and Abstracts (ProQuest), Cumulative Index to Nursing and Allied Health Literature (EBSCO), MEDLINE (Ovid), PsycInfo (Ovid), EMBASE (Ovid) and Web of Science Core Collection (Emerging Sources Citation Index). The search covered evidence from 1 January 2001 up to 21 July 2021 and yielded 16,775 hits, which were then reduced to 14,383, after using EndNote X9’s (2013) inbuilt duplication detection function and manual de-duplication. …”
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Stealth missiles with precision guidance: A novel multifunctional nano-drug delivery system based on biomimetic cell membrane coating technology by Yuyan Zhou, Xinyue Wang, Xiaorong Tian, Deyu Zhang, Hanxiao Cui, Wei Du, Zhenghui Yang, Jiayu Li, Wanshun Li, Jiaheng Xu, Ying Duanmu, Ting Yu, Fengping Cai, Wenhao Li, Zhendong Jin, Wencheng Wu, Haojie Huang

“…This approach enables nanocarriers to inherit the intrinsic biological properties of different cell sources, endowing them with immune evasion, prolonged circulation, dynamic targeting, biocompatibility, and biodegradability, while supporting the integration of diverse biomedical functions. …”
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GRAPHIC NOVEL TRANSLATION: SEMIOTIC AND MULTIMODAL PERSPECTIVE by Anna V. Khodorenko.

“…On the one hand, extralinguistic objects engraved in pictures of the graphic novel may present the reason for the translation technique of addition, and on the other hand the absence of some details in the pictures may justify the translation technique of omission. Evaluating functional types of multimodal phenomena also may lead one to adequate selection of synonyms or a phrase to choose in a process of translation having as a “guide” visual image supporting language level of a graphic novel. …”
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Key technologies of efficient extraction of coalbed methane (gas) in Guizhou coal mine area by Wang YI, Longjun LIANG, Lichong YAN, Zhihua YAN, Jie CHEN, Wei GAO, Yi LOU, Fuqin YANG, Haiyang HU, Jiawei ZHU

“…It innovated and explored the following high efficiency extraction technology of “four zones” linked Wells in coal mining areas with Guizhou characteristics: ① By laying multi-functional pumping vertical Wells or small inclination oriented Wells in the goaf, it was the first time in Guizhou to realize efficient extraction and development of pressure relief gas in the overlying coal-covered strata and coal-bed methane in the sweet coal seam below the goaf; ② Taking advantage of the characteristics of spatial and temporal dislocation in the production area, the multi-mode extraction mode of “coalbed methane well + relief well + underground drilling” is adopted for the first coal seam mined in the upper protective layer, which realizes the purpose of the upper and lower vertical combined extraction of coalbed methane (gas) Wells and effectively solves the problem of multi-source gas flooding into coal mining roadway and gas accumulation in the upper corner during coal mining under the condition of coal seam group development in Guizhou; ③ In the preparation area and planning area, combined with the terrain and geological characteristics of the two areas, the horizontal well “well factory” + “two pairs of right and wrong” overlapping well layout mode is adopted to realize the efficient extraction of coal bed methane in the plane in advance and pre-pumping of the sweet coal seam and the pressure relief gas in the overlying coal-laden rock in the subsequent mining process, and at the same time to achieve the goal of “replacing the roadway with Wells”; ④ In view of the development of multi-thin coal seam groups in the study area and the development characteristics of “three zones” in the overlying strata after mining, due to the continuous change of the role of “four zones”, the surface coalbed methane Wells are initially deployed in the production area or preparation area, and the “bridge plug bottom sealing + layer selection perforation” technology is adopted to innovate the “transformation” technology of well structure to achieve the purpose of “multi-purpose in one well”; It also provides new technical ideas and accumulated valuable engineering experience for gas management in coal mine area under the condition of multi-thin coal seam group development in Guizhou.…”
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Improving the efficiency of the medicine provision system for patients with malignant neoplasms by Yu. A. Agafonova, D. V. Fedyaev, A. V. Snegovoy, V. V. Omelyanovskiy

“…One of the priorities of health care is the balance between the financial resources and the availability of effective medical care. …”
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Microbial community characteristics and environmental response of water bodies in different environmental areas underground coal mine by Haitao ZHANG, Guangquan XU, Xiaoqing CHEN, Xu LI, Zixuan LI, Yanxi ZHANG, Gang ZHANG, Jianghui HE

“…These functions maintained the ecological balance of underground water bodies in coal mines and played an important role in regulating and restoring ecosystems.…”
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