PHARMACEUTICAL SERVICES: STATUS AND DEVELOPMENT TRENDS by A. A. Klimenkova, L. N. Geller, A. A. Skripko, L. A. Gravchenko, E. A. Korzhavykh

“…The aim of the review is to provide an analysis and generalization of the main directions of research in the sphere of pharmaceutical services, and their characteristics associated with the determination of their main development trends.Materials and methods. For the analysis, the information store on the basis of scientific publications by Russian and foreign scientists, devoted to research in the field of pharmaceutical services (PSs), has been used. …”
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Problems and Prospects for the Application of Neural Networks for the Sphere of Education by T. M. Shamsutdinova

“…The purpose of the study is to examine the theory and practice of using neural networks in education, to develop the concept of a neural network adaptive learning environment, and to implement a neural network model of one of the subsystems of this environment (using a model example of creating an adaptive educational trajectory).Materials and methods. The study includes a review of bibliographic sources on the application of neural networks in the field of education. …”
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Balancing Efficiency and Emissions: A Study on Biodiesel‐Hydrogen Dual‐Fuel Engine Performance Under Varying Injection Timings by Vasanthkumar Periyathambi, Manikandan Ezhumalai, Mohan Govindasamy, Ratchagaraja Dhairiyasamy, Deekshant Varshney, Subhav Singh

“…ABSTRACT The growing demand for cleaner energy sources has intensified research on alternative fuels for diesel engines to mitigate environmental concerns. …”
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Prognostic evaluation and treatment strategies for cervical cancer in pregnancy: a systematic review and meta-analysis by Siyuan Zeng, Xin Li, Simin Xiao, Peina Yang, Changsheng Lin, Huiling Chen, Hu Zhao, Xue Xiao

“…Study appraisal and synthesis methods The quality of the included studies was assessed using the Newcastle-Ottawa Scale (NOS). …”
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Modern possibilities of minimally invasive biliary drainage techniques for patients with malignant jaundice by E. V. Didenko, V. O. Hubka

“…However, despite technological progress and accumulated clinical experience, a number of unresolved issues remain, in particular, related to choosing the optimal drainage method for a particular patient, and assessing the effectiveness and safety of a specific technique. …”
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Cooling System Design and Temperature Field Analysis for High-Speed Switched Reluctance Motor Considering Multi-Field Coupling of Electromagnetic-Thermal-Flow by Lukuan Qiao, Aimin Liu, Da Ren, Fangui Meng, Yuchen Wang, Yao Liu

“…Three cooling structures are compared in terms of thermal and flow field performance, and the spiral waterway is identified as optimal. To improve prediction accuracy, both unidirectional and bidirectional EM-TF coupling methods (UEMTFC and BEMTFC) are employed. …”
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Remote Sensing Change Detection by Pyramid Sequential Processing With Mamba by Jiancong Ma, Bo Li, Hanxi Li, Siying Meng, Ruitao Lu, Shaohui Mei

“…The results demonstrate that our approach consistently delivers state-of-the-art performance, surpassing other cutting-edge methods by a significant margin. The source code is available at <uri>https://github.com/Band-127/Pyramid-Mamba-CD</uri>.…”
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Integrative Analysis of Transcriptomic and Metabolomic Profiles Uncovers the Mechanism of Color Variation in the Tea Plant Callus by Mengna Xiao, Yingju Tian, Ya Wang, Yunfang Guan, Ying Zhang, Yuan Zhang, Yanlan Tao, Zengquan Lan, Dexin Wang

“…Tissue culture serves as a crucial method in commercial breeding by facilitating the rapid propagation of valuable genotypes and the generation of disease-free clones. …”
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A Hybrid Deep Learning-Based Network for Photovoltaic Power Forecasting by Altaf Hussain, Zulfiqar Ahmad Khan, Tanveer Hussain, Fath U Min Ullah, Seungmin Rho, Sung Wook Baik

“…Thus, a reliable, optimized, and a robust forecasting method deployed at MG objectifies these challenges by providing accurate renewable energy production forecasting and establishing a precise power generation and consumption matching at MG. …”
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Determination of Phytotechnological Parameters of the Dense Extract from Peach (<i>Persica vulgaris</i>) Leaves by E. I. Molokhova, L. V. Ivantsova, V. D. Belonogova

“…The obtained values of the fractional composition and volume characteristics indicate the expediency of using the maceration method in plant raw materials extraction. Experimental studies were carried out to select optimal modes of extraction of flavonoids from peach leaves (extractant, extraction temperature, extraction duration, degree of raw material grinding, hydromodule), which ensure high output of BAS complex into extract.Conclusion. …”
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Dampak Kebijakan Otonomi Daerah Terhadap Pemberdayaan Masyarakat Lokal by Annisa Rohim

“…Purposes of the Research: It is hoped that this study will provide a clearer picture of the successes and challenges faced in implementing regional autonomy, as well as provide recommendations for increasing the effectiveness of this policy in empowering local communities more optimally. Methods of the Research: This research method uses a normative approach with literature study, reviewing journals, books and other sources to analyze the impact of regional autonomy policies on empowering local communities, as well as the legal and social implications they cause. …”
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Cross Layer Power Allocation by Graph Neural Networks in Heterogeneous D2D Video Communications by Shu-Ming Tseng, Sz-Tze Wen, Chao Fang, Mehdi Norouzi

“…Therefore, in this paper, we propose the video-optimized heterogeneous interference graph neural network (VD-HIGNN) as a cross-layer D2D resource allocation method for video transmission, which introduces the following contributions: 1) joint source encoder rate and beamforming/power control, 2) incorporating video rate distortion function parameters from the application layer into the node features, and 3) changing the loss function from data rate to Peak-Signal-to-Noise-Ratio (PSNR), a function of video rate distortion and a metric of video quality. …”
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Promising approach for composting disposable diapers enhanced by Cyanobacteria by D. Kusumawati, S. Mangkoedihardjo

“…This study presents a description of disposable diapers characteristics and the success-proven methods used to handle this waste. In many developing countries where an inadequate waste management system occurs, the handling method selection must consider effectivity, the affordable cost, and the end product quality. …”
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Research on Gating Fusion Algorithm for Power Grid Survey Data Based on Enhanced Mamba Spatial Neighborhood Relationship by Aiyuan Zhang, Jinguo Lv, Yu Geng, Xiaolei Wang, Xianhu Li

“…Both qualitative and quantitative analyses indicate that our method outperforms 11 existing methods in terms of fusion effectiveness, particularly in reducing spectral distortion and spatial detail loss. …”
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A New Routing Protocol for Heterogeneous Mobile Ad Hoc Networks by Bahareh Shafaie, Marjan Kuchaki Rafsanjani

“…In our method, we suggest an algorithm which uses all existing links (unidirectional, bidirectional ) in a network that works within OLSR routing protocol and this causes better use of sources and minimizes MPR (Multipoint Relays) set…”
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Stray inductance influence on switching waveform design with gate charge control for power MOSFETs by Hirotaka Oomori, Ichiro Omura

“…This paper experimentally investigates the influence of stray inductance on the method since the stray inductance cannot be completely eliminated in practical power converters.A simple and wide-band voltage control current source circuit was built to generate a 100 ns-wide gate charge pulse for measuring the voltage and current responses. …”
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Recent Advances in Lithium Extraction by Arbee Chrystel Alera, Juan Paulo Benitez, Richard Joseph Fernandez, Carl Khleann Pascual, Faith Policarpio, Edgar Clyde Repato Lopez

“…The increasing global demand for lithium, driven by its critical role in battery technology and nuclear applications, necessitates efficient and sustainable extraction methods. Lithium, primarily sourced from brine pools, igneous rocks, and low-grade ores, is extracted through various techniques including ion exchange, precipitation, electrolysis, and adsorption. …”
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Noise characteristics of semiconductor lasers with narrow linewidth by Hua Wang, Yuxin Lei, Qiang Cui, Siqi Li, Xin Song, Yongyi Chen, Lei Liang, Peng Jia, Cheng Qiu, Yue Song, Yubing Wang, Yiran Hu, Li Qin, Lijun Wang

“…This paper presents noise measurement methods, analyses of the mechanisms for noise suppression, and recent research progress in low-noise semiconductor lasers, focusing on material optimization, structural design, and feedback control. …”
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Outage probability for cooperative communication system with asymmetric channel by CHUAI Gang1, LIU Sheng1, WEN Xiao-jun1

“…Firstly, a mathematical model of cooperative system in asymmetric channel considering the link diversity gain between the source and destination was presented. An analytical expression of the average outage probability which was proved accurate by simulation was derived by using the method of characteristic function. …”
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USE OF COMPUTER ANALYSIS OF OCCLUSAL CONTACTS IN ORTHOPEDIC PATIENTS WITH SECONDARY DEFORMITIES OF DENTITION (LITERATURE REVIEW) by O.V. Fedorova

“…Modern stomatology uses different methods to research interocclusal correlations of teeth and jaws. …”
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