Research of the domestic market of drugs for the treatment of HIV infection by T. P. Zarichna, T. S. Brytanova

“…Materials and methods. Electronic sources of information (State Register of Medicines of Ukraine, Compendium-online, Tabletki.ua) were used to achieve the goal. …”
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Assessing Health Equity in Partnership with Children’s Mental Health Organizations: Considerations Before the Implementation of Parenting Programs by Meghan Kenny, Rob Raos, Fatima Ahmad, Andrea Gonzalez

“…All sources of evidence were considered and analyzed using reflective thematic analysis. …”
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Smart Power Systems Transformation: Advanced Fault Detection With Edge Computing and Signal Processing in LV Networks With EV Charging Stations by Partha Chakraborty, Pampa Sinha, Subhra Debdas, Kaushik Paul, Chidurala Saiprakash, Vasupalli Manoj, Taha Selim Ustun, Ahmet Onen

“…At the core of the approach is an innovative time-frequency analysis method that enhances fault discrimination, even in noisy environments. …”
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Graphical Reconstruction of the Lost Paper Mill at Locks 11–12 of the Canal de Castilla by José M Geijo-Barrientos, Alberto Sánchez-Lite, Victor Julio Romero, Jose Luis Fuentes-Bargues

“…To achieve this, an analytical–synthetic method has been followed: in the analysis phase, multiple sources and materials are thoroughly examined from various perspectives, while in the synthesis phase, drawing is employed as a means of reflection, since any hypothesis about this factory must be validated through sufficiently precise graphical representations. …”
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Prognostic predictions in psychosis: exploring the complementary role of machine learning models by Metten Somers, Hugo G Schnack, Rene S Kahn, Diane F van Rappard, Frank L Gerritse, Edwin van Dellen, Violet van Dee, Seyed M Kia, Caterina Fregosi, Wilma E Swildens, Anne Alkema, Albert Batalla, Coen van den Berg, Danko Coric, Lotte G Dijkstra, Arthur van den Doel, Livia S Dominicus, John Enterman, Marte Z van der Horst, Fedor van Houwelingen, Charlotte S Koch, Lisanne E M Koomen, Marjan Kromkamp, Michelle Lancee, Brian E Mouthaan, Eline J Regeer, Raymond W J Salet, Jorgen Straalman, Marjolein H T de Vette, Judith Voogt, Inge Winter-van Rossum, Wiepke Cahn

“…Understanding how ML models (MLMs) can complement psychiatrists’ predictions and bridge the gap between MLM capabilities and practical use is key.Objective This vignette study aims to compare the performance of psychiatrists and MLMs in predicting short-term symptomatic and functional remission in patients with first-episode psychosis and explore whether MLMs can improve psychiatrists’ prognostic accuracy.Method 24 psychiatrists predicted symptomatic and functional remission probabilities at 10 weeks based on written baseline information from 66 patients in the OPtimization of Treatment and Management of Schizophrenia in Europe (OPTiMiSE) trial. …”
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Design and Fabrication of Cylindrical Fiber Backplanes with 2T1C Pixel Circuits for Truly Wearable Woven Displays by Jiseong Lee, Soyoon Park, Seong Uk Kong, Jiwoo Park, Daehyun Kim, Kyung Cheol Choi

“…The study utilizes a direct patterning method with metal masks on cylindrical fiber substrates, which facilitates the formation of low‐temperature TFTs with high mobility (≈10 cm2 V−1 s−1) and stable electrical properties. …”
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Characteristics and Mechanisms of Simultaneous Quinoline and Ammonium Nitrogen Removal by a Robust Bacterium <i>Pseudomonas stutzeri</i> H3 by Jie Hu, Bing Xu, Jiabao Yan, Guozhi Fan

“…Therefore, the pressing need for an effective treatment method has become increasingly evident. A robust bacterium <i>Pseudomonas stutzeri</i> H3 capable of simultaneous organic and inorganic nitrogen removal was isolated from the activated sludge in the coking wastewater treatment system. …”
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Stochastic energy management of DC photovoltaic microgrids using Markov decision process by Mohamed Aatabe, Rachid Latif, Mohamed I. Mosaad, Shimaa A. Hussien

“…The simulation results in realistic scenarios demonstrate the effectiveness of the proposed method in stabilizing the microgrid, reducing oscillations, and managing battery charge and discharge cycles. …”
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Flood and landslide exposure awareness for mitigation of road network performance: a community-based approach by Andri Irfan Rifai, Joewono Prasetijo, Muhammad Isradi, Yusra Aulia Sari, Muhammad Farhan Zolkepli

“…This qualitative research method uses data from surveys, Focus Group Discussions (FGD), and in-depth interviews. …”
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Multi-risk-scenarios flexibility evaluation model of regional power grid considering economic efficiency of dispatching measures by ZHOU Qihang, GUAN Lin, XIAN Weihong, XUAN Peizheng, CHENG Lanfen, LI Zixi

“…In face of the uncertainty of new energy power, quick and accurate identification of the overload risk scenarios, and optimal utilization of various flexible resources from the source-grid-load parties to eliminate potential operational risks, are the urgent demands for the secure operation of the regional power grids. …”
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Fluoride removal from contaminated water using natural bio-adsorbents: A numerical and experimental investigation by Saravanan Ramasamy, R. Senthil Kumar, R. Dharmaraj, M. Kannan

“…The research work focused in this study is to develop and apply an economical, novel method for removal of fluoride content from contaminated water sources. …”
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Redesign of electricity sector tax incentives based on SDGs and green energy in realizing golden indonesia 2045 by Tri Winarsih, Rina Sulistyowati, Frischa Vera Yunida, Shely Anugrah Fitriani

“…Data analysis was conducted using a descriptive method that includes data reduction, data presentation, and conclusion drawing/verification. …”
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A snapshot of nutritional recommendations and management practices adopted by feedlot cattle nutritionists in Brazil in 2023 by Julia Gabrielle Monsalve, Danilo Domingues Millen

“…Regarding the grain processing used, the high-moisture re-hydrating and storage was chosen by 34.3% of participants, overcoming other methods of grain processing, such as grinding, which reflects the continuous search for starch optimization in the Brazilian feedlots. …”
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Becoming a Champion in Exams: A Case Study of Top Performers in Türkiye’s HEIE by Abdullah Atli, Murat Canpolat, Yeliz Yazıcı Demir

“…Through in-depth interviews, we explore four key themes that contribute to their success: personality traits, study strategies, educational background, and sources of support. Our findings offer a nuanced understanding of the factors driving exceptional performance in high-stakes exams, providing valuable implications for educators, policymakers, and students seeking to optimize their preparation for similar competitive assessments.…”
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Beta-Glucans in Biotechnology: A Holistic Review with a Special Focus on Yeast by Nirmal Sarkar, Atharva Anand Mahajan, Sagarjyoti Pathak, Prakriti Seth, Ankita Chowdhury, Indrilla Ghose, Shrimanti Das, Rajanyaa Chowdhury, Aishi Bera, Anuvab Dey, Anushka Dutta, Ipsita Majumder, Subhrojyoti Ghosh, Ramya Lakshmi Rajendran, Prakash Gangadaran

“…</i> The impact of fermentation parameters on β-glucan yield and structural properties is analyzed, highlighting advancements in optimizing microbial production. Furthermore, we discuss methods for characterizing yeast β-glucans, including analytical and bioassay techniques, and compare their physicochemical properties with those of β-glucans from other sources. …”
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A Distributed Privacy Preserved Federated Learning Approach for Revolutionizing Pneumonia Detection in Isolated Heterogenous Data Silos by Shagun Sharma, Kalpna Guleria

“…The analysis of tomographic images is the most significant method of pneumonia detection. The image analysis requires expertise and proficiency to diagnose the disease correctly. …”
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Robust Expansion Planning of Distribution Network in Presence of Electric Vehicles to Improve Economic Parameters and Reduce Energy Consumption by Mahyar Abasi, Javad Ebrahimi, Shirin Besati

“…Thus, this paper utilizes a convex solution method based on integer linear programming to effectively plan the expansion of the distribution network considering the availability of EV charging stations, compensators, substations, resources, and new lines. …”
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A Bayesian Hierarchical Model for Estimation of Abundance and Spatial Density of Aedes aegypti. by Daniel A M Villela, Claudia T Codeço, Felipe Figueiredo, Gabriela A Garcia, Rafael Maciel-de-Freitas, Claudio J Struchiner

“…The hierarchical model also performed better than the commonly used Fisher-Ford's method, when using simulated data. The proposed model provides a formal treatment of the sources of uncertainty associated with the estimation of mosquito abundance imposed by the sampling design. …”
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Mother's Knowledge Levels on Baby Massage for 0-12 Months Old Babies at PMB Ni Kadek Kurniati, A.Md., Pemogan South Denpasar by Made Pradnyawati Chania, Kadek Lisanita Dewi Swantari, Ni Wayan Sukma Adnyani

“…This study used a descriptive method with a cross sectional design. The samples were 30 mothers who had babies aged 0-12 months who met the inclusion criteria. …”
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Management of biofuel production in Ukraine: the role of accounting for achieving sustainable development by I.V. Zamula, V.V. Travin, O.D. Yurkivska

“…Global biofuel production is growing rapidly due to the demand for alternative energy sources and the desire to reduce dependence on fossil fuels. …”
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