Construction and Application Analysis of an Intelligent Distribution Network Identification System Based on Deep Neural Networks by Yu Ma

“…This paper provides new ideas and methods for achieving intelligent distribution network topology recognition of high proportion distributed power sources. …”
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Synovial cesys in children: clinical features, diagnostics, treatment (analytical review of the literature and own observation) by V.S. Konoplitskyi, Yu. Ye. Korobko, B.L. Pavlenko, H.M. Rudenko, O.A. Korobko, S.V. Klymenko

“…However, when choosing a method for removing a cyst, it is necessary to choose the method that causes the least harm and makes relapse as unlikely as possible. …”
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Analysis of the condition and development prospects of a depressed economy (by the example of the Syrian Arab Republic) by O. V. Berezhnaya, M. Ayoub

“…The authors differentiated the application of these methods depending on the initial information and, therefore, allowed them to obtain optimal results for the purposes of the study. …”
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Spatial patterns and key driving factors of wheat harvest index under irrigation and rainfed conditions in arid regions by Yongyu Chen, Yongyu Chen, Hengbati Wutanbieke, Dongdong Zhong, Dongdong Zhong, Jian Chen, Jian Chen, Zhen Huo, Zhen Huo, Hegan Dong, Hegan Dong

“…However, the spatial distribution patterns of wheat HI and their key driving factors in arid regions remain unclear.MethodsThis study was conducted in Xinjiang, a typical arid region of China, during 2022–2023, involving two years of large-scale systematic sampling. …”
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A multistage double-blind placebo-controlled study to assess the safety and efficacy of transdermal vitamin D phosphate supplementation (TransVitD) by Thomas Hibbard, Paolo Andriollo, Chui Hua Lim, Qing Guo, Karl P. Lawrence, Bolaji Coker, Rayka Malek, Abdel Douiri, Mohamed A. Alhnan, Stuart.A. Jones

“…As UV-catalysed production in the skin, which uses vitamin D-binding protein to facilitate systemic absorption, is the primary source of vitamin D, it is questionable if oral supplementation of this vitamin is the optimal means to replace it. …”
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Study on Arsenic Removal from Smelter Flue Gas Using Modified Camellia Oil Shell Biochar by Yujia ZHANG, Licong GUAN, Zixian ZHOU, Lanxiang XU, Zhilou LIU

“…Therefore, a modified biomass charcoal adsorbent was synthesized by a hydrothermal method from Camellia oleifera shells. The analysis and characterization results of the adsorbent confirmed that the prepared biomass charcoal had a porous and spherical structure with a large specific surface area (532.441 m2/g) and a well-developed microporous structure (0.647 cm3/g). …”
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Cross-evaluation of wearable data for use in Parkinson’s disease research: a free-living observational study on Empatica E4, Fitbit Sense, and Oura by Haakon Reithe, Brice Marty, Juan C. Torrado, Elise Førsund, Bettina S. Husebo, Ane Erdal, Simon U. Kverneng, Erika Sheard, Charalampos Tzoulis, Monica Patrascu

“…Method The study included participants with PD (N = 15) and neurologically healthy controls (N = 16). …”
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A hybrid sparse identification and convolutional neural network framework for renewable energy forecasting by Junchi He, Junchi He, Tian Tian, Yaqing Wu, Xiaolu Liu, Mengli Wei

“…Due to the intermittency of renewable energy sources, traditional data-driven deep learning methods face challenges in capturing long-term dependencies. …”
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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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Strategic Decision Support System With Probabilistic Linguistic Term Sets: Extended CRADIS Approach for Supply Chain Risk Management in Sports Industry by Kai Qiu, Jingjing Chen, Shahzaib Ashraf, Tooba Shahid

“…The study introduces innovative PLTS meticulously designed using the CRADIS method. CRADIS is a robust tool that aids in selecting optimal goals within the decision-making process. …”
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Horner syndrome as a complication of ultrasound-guided ablation therapy for thyroid nodules: a scoping review by Tianhao Xie, Tianhao Xie, Yan Fu, Xiaoshi Jin, Xiaoshi Jin, Xiangxiang Ren, Xiangxiang Ren, Jing Zhang, Jing Zhang, Qian Sun, Qian Sun

“…ObjectiveTo synthesize evidence on Horner syndrome (HS) as a complication of ultrasound-guided ablation therapy for thyroid nodules, including its incidence, mechanisms, risk factors, and prevention strategies, to enhance ablation safety and guide future research.Data sourcesWeb of Science, PubMed, Cochrane Library, and Embase.Review methodsBased on the framework of the PRISMA-ScR, a search was conducted in databases up to December 31, 2024.ResultsTwelve articles were included, covering Microwave Ablation (MWA), Radiofrequency Ablation (RFA), High-Intensity Focused Ultrasound (HIFU), and Percutaneous Ethanol Injection (PEI). …”
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Optical synchronous signal demodulation-based quartz-enhanced photoacoustic spectroscopy for remote, multi-point methane detection in complex environments by Bo Sun, Tingting Wei, Mingjiang Zhang, Lijun Qiao, Zhe Ma, Angelo Sampaolo, Pietro Patimisco, Vincenzo Spagnolo, Hongpeng Wu, Lei Dong

“…We present a novel optical synchronized signal demodulation (OSSD) method applied in quartz-enhanced photoacoustic spectroscopy (QEPAS) for remote gas sensing. …”
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PECULIARITIES OF CULTIVATION OF HAEMOPHILUS INFLUENZAE TYPE B STRAINS - PRODUCERS OF POLYRIBOSYLRIBITOL PHOSPHATE - THE MAIN COMPONENT OF POLYSACCHARIDE VACCINES by E. L. Salimova, A. D. Konon, S. V. Petrovskii, V. P. Truhin, I. V. Krasilnikov

“…The analysis of literature data concerning the cultivation of H. influenzae type b was made in order to identify the main factors influencing the biosynthesis of PRP.The aim of the investigation is to analyze and summarize the literature data on the cultivation peculiarities of haemophilus influenzae of b-type strains.Materials and methods. In the process of selecting the material for writing this review article. …”
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Smart Farming Solutions: A User-Friendly GUI for Maize Tassel Estimation Using YOLO With Dynamic and Fixed Labelling, Featuring Video Support by Ata Jahangir Moshayedi, Zhonghua Wang, Maryam Sharifdoust, Arash Sioofy Khoojine, Wei Zhang, Amin Kolahdooz, Jiandong Hu

“…The evaluation process comprised four distinct tests: Test 1, conducted on Dataset 1 with 200 images, assessed seven attention mechanisms (SE, CBAM, GA, LKA, CA, SA, and TA) using deep learning metrics (Precision, Recall, mAP50, mAP50-95, F1-score) and statistical methods (Duncan’s test). Test 2 validated model performance on 370 images from external sources, where YOLO.SA achieved 97.48% accuracy, outperforming YOLO.LKA (95.13%). …”
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From evaluation to innovation: Strengthening geospatial agricultural monitoring information system in Indonesia by Rizatus Shofiyati, Agnes Sondita Payani, Kustiyo Kustiyo, Muhammad Rokhis Khomarudin, Dede Dirgahayu, Fadhlullah Ramadhani, Muhammad Sulaiman Nur Ubay, Laju Gandharum, Heri Sadmono

“…Geospatial systems demonstrate significant potential to optimize resource use. The analysis of the technical processing technique reveals significant differences in satellite sources, spatial and temporal resolutions, classification schemes, and statistical granularity. …”
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Construction and Completion of the Knowledge Graph for Cow Estrus with the Association Rule Mining by Zhiwei Cheng, Luyu Ding, Cheng Peng, Helong Yu, Baozhu Yang, Ligen Yu, Qifeng Li

“…The dispersed nature of estrus data and individual cow differences pose significant challenges for accurate identification. <b>Methods:</b> This study gathered cow estrus data from 812 literature sources using Python 3.9 crawler technology. …”
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Computational Analysis of an Ammonia Combustion System for Future Two-Stroke Low-Speed Marine Engines by Jose R. Serrano, Ricardo Novella, Héctor Climent, Francisco José Arnau, Alejandro Calvo, Lauge Thorsen

“…Ammonia, being 17.6% hydrogen by mass, is regarded as a hydrogen carrier and carbon-free fuel as long as its production methods rely on renewable energy sources. The production and combustion of green ammonia do not generate carbon dioxide, offering a promising avenue for substantial reductions in greenhouse gas (GHG) emissions from a well-to-wake perspective. …”
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Mobile applications enhance out-of-hospital cardiac arrest outcomes: a systematic review and meta-analysis by Qingqing Tong, Manhong Zhou, Xiaohui Liu, Jianmei Long, Li Li, Xiaoying Pan, Huiming Gao, Rujun Hu

“…Methods A systematic search was conducted in databases including China National Knowledge Infrastructure (CNKI), Wanfang Database, Chinese Scientific Journals Database (VIP), SinoMed, PubMed, Embase, Web of Science, and the Cochrane Library, from inception to August 2023. …”
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Screening of novel β-carotene hydroxylases for the production of β-cryptoxanthin and zeaxanthin and the impact of enzyme localization and crowding on their production in Yarrowia l... by Mladen Soldat, Tadej Markuš, Vasilka Magdevska, Martin Kavšček, Aleksander Johannes Kruis, Jaka Horvat, Gregor Kosec, Štefan Fujs, Uroš Petrovič

“…The environmental and health implications of the first two methods have made microbial fermentation an appealing alternative for natural zeaxanthin production despite the challenges in scaling up the bioprocess. …”
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Epidemiological Situation of Schigеllosis in the Republic of Dagestan and Directions for Improving Epidemiological Surveillance by Z. G. Tagirovа, N. M-G. Zulpukarova, Z. M. Daniyalbekova

“…The introduction of modern sensitive, specific, standardized methods of laboratory diagnostics will make it possible to effectively carry out risk-oriented epidemiological surveillance, which makes it possible to identify the transition of risk factors from potential to real, activating the epidemic process.…”
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