PROFESSIONAL AND PEDAGOGICAL COMPETENCE OF EDUCATIONAL AND METHODOLOGICAL CENTERS TEACHERS IN THE SPHERE OF CIVIL DEFENSE: STRUCTURE AND CONTENT by Demkiv Anna

“…The structure and the content of professional and pedagogical competence of the educational and methodological centers teachers in the sphere of Civil defense are advisable to use to design the professional development program in the postgraduate system as well as in the process of methodical work.…”
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A Full-Scale Shadow Detection Network Based on Multiple Attention Mechanisms for Remote-Sensing Images by Lei Zhang, Qing Zhang, Yu Wu, Yanfeng Zhang, Shan Xiang, Donghai Xie, Zeyu Wang

“…However, due to the complex backgrounds and variable shadow characteristics of remote sensing images (RSIs), existing methods often struggle with accurately detecting shadows of various scales and misclassifying dark, non-shaded areas as shadows. …”
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Depression among medical students in Bangladesh: a systematic review and meta-analysis protocol on prevalence and associated factors by Sharmin Sultana, Afroza Tamanna Shimu, Imtiaz Abdullah, Md Mantaka Rahman, Ummul Khair Alam, Nusrat Fatema

“…All statistical analyses and visualization will be conducted using the R studio v.4.3.2 with built-in “meta”-packages and GraphPad Prism v.9.0.2.Ethics and dissemination This review will analyse existing published evidence. …”
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Regional caries data availability in Saudi Arabia: Impact of socioeconomic factors and research potential by Asim Al-Ansari, Maha El Tantawi, Mohamed Mehaina, Muhanad Alhareky, Shazia Sadaf, Jehan AlHumaid, Adel AlAgl, Fahad Al-Harbi

“…ArcGIS was used for data visualization and logistic regression was used for analysis. …”
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Analysis of publications on adaptive judo: bibliometric analysis by Natalya Boychenko, Yrui Tropin, Vyacheslav Romanenko, Valerii Holokha

“…To conduct a bibliometric analysis of publications on adaptive judo using the VOSviewer software tool in the PubMed web database. Material & Methods. Bibliometric analysis of PubMed database data was used to create a sample of studies as of 03/17/2025. …”
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Biportal endoscopic lumbar interbody fusion using a large polyetheretherketone cage: preliminary results by Sang-Min Park, Hyun-Jin Park, Ki-Han You, Ho-Joong Kim, Jin S. Yeom

“…The technique offers enhanced visualization and enables direct neural decompression while minimizing tissue trauma. …”
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Surgical treatment of the inferior vena cava (IVC) leiomyosarcoma by V. І. Rusin, S. O. Boiko, V. V. Rusin, F. V. Gorlenko, S. Sh. S. Boiko, O. V. Syma

“…Surgical approach of a «Chevron» type and the staged dissection of IVC guarantees an adequate visualization of its іnfra-, іnter- and suprarenal segments. …”
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Experience with bioresorbable splints for treatment of airway collapse in a pediatric populationCentral MessagePerspective by Ali Kamran, MD, Charles J. Smithers, MD, Christopher W. Baird, MD, Russell W. Jennings, MD

“…Objective: To report our experience with novel external tracheal and bronchial placed bioresorbable splints in children with severe symptomatic airway collapse. Methods: Retrospective review of patients undergoing bioresorbable splint placement. …”
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Cross-domain lung opacity detection via adversarial learning and box fusion by Jun Yao, Zhilin Guo, Xin Zhang, Nan Yan, Qiong Wang, Wei Yu

“…The visualization results show that the randomly selected samples were more accurately detected for Lung Opacity after applying our method. …”
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A Smart Single‐Loop‐Mediated Isothermal Amplification Facilitates Flexible SNP Probe Design for On‐Site Rapid Differentiation of SARS‐CoV‐2 Omicron Variants by Qijie Lin, Hongchao Gou, Xiaoyun Qu, Kaiyuan Jia, Yuhui Deng, Dan Li, Qianyi Cai, Yucen Liang, Xiaozhen Xu, Yanbin Li, Jianhan Lin, Letian Li, Yuhang Jiang, Shouwen Du, Lingcong Deng, Bailing Yan, Ruidong Liu, Chang Li, Jianmin Zhang, Ming Liao

“…Abstract Rapid on‐site typing methods for SARS‐CoV‐2 variants of concern are crucial for its effective surveillance and control. …”
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Research on key technology and engineering application of emulsion pump in super-high mining face by Ran LI, Jian YE, Haicheng LU, Yuehua LAI, Hao LIU, Rongming CHEN, Tianliang YU, Yan KANG, Chuliang WANG, Dalong WANG

“…Through dynamic characteristic analysis of valve, visualization technology and high reliability sealing technology research, the performance of high-efficiency cavitation valve is improved. …”
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Comparative analysis of the organelle genomes of seven Rosa species (Rosaceae): insights into structural variation and phylogenetic position by Rongxiang Zhang, Shuwen Liu, Ying Liu, Pei Wei, Niyan Xiang, Yuemei Zhao, Xiaoman Gao, Xiaoman Gao, Yebing Yin, Lijun Qin, Tao Yuan, Tao Yuan

“…At present, the complete mitochondrial genome of Rosa spp. is still rarely reported, and studies on the mitochondrial genome of Rosa spp. are limited.MethodsIn this study, the R. laevigata mitochondrial genome was sequenced using both Pacbio Sequel II and DNB-SEQ-T7 platforms. …”
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Bibliometric analysis of hydrogels in bone regeneration: Research trends and future perspectives by Alimujiang Abudourousuli, Aikebaierjiang Aisaiti, Kan Jiang, Shalayiding Aierxiding, Kutiluke Shoukeer, Ran Han, Aikeremujiang Muheremu

“…Objective: To analyze the research status and development prospects of hydrogels in the field of bone regeneration based on bibliometric methods. Methods: In the Web of Science Core Collection database, a total of 1382 representative articles related to the application of hydrogels in bone regeneration were selected as of the end of 2023. …”
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Clinical information prompt-driven retinal fundus image for brain health evaluation by Nuo Tong, Ying Hui, Shui-Ping Gou, Ling-Xi Chen, Xiang-Hong Wang, Shuo-Hua Chen, Jing Li, Xiao-Shuai Li, Yun-Tao Wu, Shou-Ling Wu, Zhen-Chang Wang, Jing Sun, Han Lv

“…The two- (2D) and three-dimensional (3D) visualization results showed that the shape and texture of the synthetic brain images generated by the proposed method most closely resembled those of actual brain images. …”
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Development and Validation of Machine Learning Models for Outcome Prediction in Patients with Poor-Grade Aneurysmal Subarachnoid Hemorrhage Following Endovascular Treatment by Du S, Wu Y, Tao J, Shu L, Yan T, Xiao B, Lv S, Ye M, Gong Y, Zhu X, Hu P, Wu M

“…We further use Shapley Additive Explanations (SHAP) methods for the distribution of feature visualization based on the optimal models.Results: A total of 226 eligible patients with poor-grade aSAH undergoing EVT were enrolled, while 89 (39.4%) has a poor 12-month outcome. …”
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COVID-19 Data Analytics Using Extended Convolutional Technique by Anand Kumar Gupta, Asadi Srinivasulu, Olutayo Oyeyemi Oyerinde, Giovanni Pau, C. V. Ravikumar

“…The anticipated technique entails the pretreatment phase through dissection of the lung, getting rid of the environment which does now no longer provide applicable facts and can provide influenced consequences; then after this, the preliminary degree comes up with the category version educated below the switch mastering system; and in conclusion, consequences are evaluated and interpreted through warmth maps visualization. The proposed research method completed a detection accuracy of COVID-19 at around 99%.…”
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Microstructure of confectionery masses revealed by cryo-planing by Jaap Nijsse, Adriana Fernanda Cruz Serna, Sergey M. Melnikov

“…An obvious application of the method could be the visualization and quantitative analysis of the size, shape, and composition of chocolate confectionery products.…”
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Multivariate Analyses with Two-Step Dimension Reduction for an Association Study Between ¹¹C-Pittsburgh Compound B and Magnetic Resonance Imaging in Alzheimer’s Disease... by Atsushi Kawaguchi, Fumio Yamashita

“…Scoring imaging data allows for visualization and the application of traditional analysis, facilitating clinical analysis for better interpretation of results.…”
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Analisis Sentimen Kebijakan Penerapan Kurikulum Merdeka Sekolah Dasar dan Sekolah Menengah pada Media Sosial Twitter dengan Menggunakan Metode Word Embedding dan Long Short Term Me... by Alif Rizal Maulana, Satrio Hadi Wijoyo, Yusi Tyroni Mursityo

“…The architecture used is Long Short-Term Memory Networks (LSTM). The method used to prepare the data is word embedding using layers embedding from the TensorFlow library. …”
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Fault diagnosis of rotating parts integrating transfer learning and ConvNeXt model by Zhikai Xing, Yongbao Liu, Qiang Wang, Junqiang Fu

“…Experimental results demonstrate that this data visualization method extracts more fault-related information compared to traditional time-domain and frequency-domain techniques, without the need to augment the sample size. …”
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