Past, current and future of legal regulation of drugs compounding in the Russian Federation by D. D. Mamedov, D. S. Yurochkin, Z. M. Golant, V. S. Fisenko, A. V. Alekhin, I. A. Narkevich

“…In particular, an analysis of a wide range of relevant sources of information was carried out and information was obtained from legal and regulatory framework for the activities of compounding pharmacies in the Russian Federation, which was implemented using a bibliometric method of analysis.Results. …”
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Assessment of mesenchymal stem cells for the treatment of spinal cord injury: a systematic review and network meta-analysis by Runfang Wang, Yiding Wang, Fangning Yan, Jinqing Sun, Tianyu Zhang

“…Network meta-analysis indicated that umbilical cord mesenchymal stem cells (UCMSCs) were the most effective cell source, and intrathecal injection (IT) was the optimal transplantation method.ConclusionThe study suggests that the current use of UCMSCs for IT transplantation may be the best transplantation strategy for improving functional impairment after SCI. …”
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Total Phenolic Content and Antioxidant Activity of Different Extracts of Aronia melanocarpa L. Fruit by Nurcan Kılıç Baygutalp, Mehmet Şekeroğulları, Lale Duysak

“…More research is needed to elucidate the exact mechanisms of action, optimum extraction method, optimal dosage, and potential side effects of the extracts.…”
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Evaluation of Seismic Performance of Reinforced Concrete Frame Structures in the Context of Big Data by Du Guangqian, Zheng Meng, Wang Shijie

“…In the era of big data, the efficient use of idle data in reinforced concrete structures has become a key issue in optimizing seismic performance evaluation methods for building structures. …”
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Phytochemical composition and antioxidant properties of unripe apples by Crucirescu Diana

“…The quantitative and qualitative determination of organic acids was carried out by the HPLC method, and of carbohydrates by capillary electrophoresis. …”
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Experimental research on the performances of water jet devices and proposing the parameters of borehole hydraulic mining for oil shale. by Jiwei Wen, Chen Chen, Urso Campos

“…Oil shale is an unconventional energy source, and it is also a potential petroleum substitute. …”
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A dynamic early warning model based on LSTM-AM for property-based elderly care resource shortages in urban-rural integrated counties in China by Qingheng Sun

“…Results show that, taking Xuchang City, Henan Province as an example, by integrating multi-source time-series data such as county-level population aging rates, property-based elderly care service coverage rates, community facility maintenance data, and resident demand feedback, the model’s prediction error (MAE ≤ 0. 12, RMSE ≤ 0. 18) was reduced by 35% compared to traditional methods, and the warning accuracy (F1-score = 0. 89) was significantly superior to traditional models. …”
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HD-6mAPred: a hybrid deep learning approach for accurate prediction of N6-methyladenine sites in plant species by Huimin Li, Wei Gao, Yi Tang, Xiaotian Guo

“…This study aimed to develop a robust method to address these challenges. Methods We proposed HD-6mAPred, a hybrid deep learning model that combines bidirectional gated recurrent unit (BiGRU), convolutional neural network (CNN) and attention mechanism, along with various DNA sequence coding schemes. …”
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Newton Type Iteration for Tikhonov Regularization of Nonlinear Ill-Posed Problems in Hilbert Scales by Monnanda Erappa Shobha, Santhosh George

“…The error estimates obtained under a general source condition on x0-x^ (x0 is the initial guess and x^ is the actual solution), using the adaptive scheme proposed by Pereverzev and Schock (2005), are of optimal order. …”
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Human amniotic epithelial cells (HAECS); a potential cell type for the hepatic disorders by Qurat Ul Ain Khan, Shumaila Usman, Kanwal Haneef, Bushra Wasim Khan, Talat Mirza

“…The hepatic differentiation method was optimized based on soluble chemical compounds supplied in the culture medium. …”
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Multi-criteria decision making for solar site selection in Punjab, India: An evaluation of site suitability using hybrid MCDM techniques towards the goal of sustainable energy deve... by Tanu Sharma, Amit Sarin

“…The rising energy demand, coupled with the necessity to shift to cleaner energy sources, has made solar energy a pivotal solution for sustainable development. …”
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THE IMPORTANCE OF FINANCIAL LEVER IN THE MANAGEMENT OF ALTERNATIVE ENERGY DEVELOPMENT by V. Metelytsya, O. Gubar, V. Chaban, O. Perederii, Y. Hryhorenko

“…This classification proposed in this paper allows us to apply a systematic approach to the selection of effective tools, ways and methods of managing the development and modernization of efficient production and use of energy using renewable energy sources. …”
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FINANCIAL AND ECONOMIC MECHANISM OF ENSURING INVESTMENT ACTIVITY OF ENTERPRISES WITHIN INSTITUTIONAL MODELS OF FINANCING THE REAL SECTOR OF ECONOMICS by Olga Bogutska

“…The goal of the work is the development of a financial and economic mechanism for ensuring the investment activity of enterprises within institutional models for financing the real sector of the economy with determining the optimal ratio of sources for financing investment resources on macro and micro levels when implementing the "state-regulator" and "state-investor" models of financing. …”
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Evaluating regional sustainable energy potential through hierarchical clustering and machine learning by Selen Avcı Azkeskin, Zerrin Aladağ

“…This study’s key contributions lie in integrating clustering and classification methods systematically and providing actionable insights into which renewable energy sources are most suitable for each cluster. …”
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Synchrotron-based 3D X-ray computed tomography reveals root system architecture: Plastic responses to phosphorus placement by Frederik J.T. van der Bom, Philipp D. Lösel, Andrew M. Kingston, Zhe H. Weng, Nelly S. Raymond, Anton Maksimenko, Daniel Hausermann, Michael J. Bell, Casey L. Doolette, Enzo Lombi, Peter M. Kopittke

“…X-ray CT is emerging as a leading technique to study plant roots, but SRXCT offers potential advantages compared with conventional X-ray sources, including producing X-rays of higher intensity that are collimated, monochromatic and tuneable; delivering high-resolution data whilst avoiding issues such as beam-hardening and source divergence. …”
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Chemical and Biological Investigation of Organic Wastes of Frying Oils and Beef Fats: Valorization for Biodiesel Production by Yasmine Souissi, Meha Alouini, Wissem Mnif

“…The aim was to compare not only two different sources of waste raw materials but also different approaches of biodiesel production. …”
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Varicose veins in the anterior accessory great saphenous vein system of the lower limb by V. I. Rusyn, F. M. Pavuk, M. I. Borsenko, N. M. Popovych, V. V. Rusyn

“…In order to improve the results of the treatment of patients with varicose veins and to prevent the recurrence of the disease, a quantitative analysis of the types of varicose veins in the anterior accessory great saphenous vein (GSV) system should be carried out according to the source of their reflux. Materials and methods. …”
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Short-term residential load forecasting via transfer learning and multi-attention fusion for EVs’ coordinated charging by Shuhua Gao, Yuanbin Liu, Jing Wang, Zhengfang Wang, Xu Wenjun, Renfeng Yue, Ruipeng Cui, Yong Liu, Xuezhong Fan

“…To address data scarcity issues, we introduce transfer learning, selecting the best-performing model on the target task as the source model to avoid negative transfer effects. Ultimately, the experimental results show that our proposed method achieves the best forecasting performance in the datasets in five different regions. …”
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Random Dissemination Algorithm of Stete-Updating Message for Distributed Virtual Environments of P2P Architecture by Tao Li, Hua Hu, Haiyang Hu

“…With the aim at optimizing view consistency in P2P distributed virtual environments, a random broadcasting algorithm for distributing state-updating message among users was proposed. …”
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Analytical Characterization of Medium Molecular Weight Chitosan from Pink Shrimp (Metapenaeus dobsoni) Shells by Ammara Tooba Akbar, Mahnaz Ahmad, Rashida Rahmat Zohra, Raheela Rahmat Zohra, Ahmad Khan, Muhammad Atiq Ur Rehman, Mohamed Abbas

“…This study presents an efficient method for synthesizing high-quality chitosan from Pink shrimp (Metapenaeus dobsoni) shells. …”
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