Lightweight dynamic model for fusion of three-dimensional surface-stratum underground structures. by Cuiying Zhou, Yusen Zhong, Ziyu Tao, Chunhui Lan, Wei Hu, Zhen Liu

“…However, the heterogeneity of surface, stratigraphic and structural data sources and modeling methods leads to incompatibility of model attributes. …”
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An Image Fusion Algorithm for Sustainable Development Goals Satellite-1 Night-Time Light Images Based on Optimized Image Stretching and Dual-Domain Fusion by Kedong Li, Bo Cheng, Xiaoming Li, Xiaoping Zhang, Guizhou Wang, Jie Gao, Qinxue He, Yaocan Gan

“…The results demonstrate that the proposed method achieves superior visual quality and outperforms conventional methods across all quantitative metrics. …”
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Investigation of resonant phenomena in a locomotive wheelset on the basis of calculation of natural frequencies and modes of their oscillations on finite element models by V. S. Kossov, E. S. Ogan’Yan, M. N. Ovechnikov, G. M. Volokhov, A. L. Protopopov, M. V. Timakov

“…The prototype of the finite-element model considered in the article was the WS of a locomotive with an asynchronous transmission, a one-way reducer and a composite retaining wheel. Methodical issues of performing such calculations, problems of assessing the degree of danger of proximity of vibration frequencies of structural elements are discussed. …”
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Automatic wildfire monitoring system based on deep learning by Yingshu Peng, Yi Wang

“…Fire detection based on computer vision technology can avoid many flaws in conventional methods. However, existing methods fail to achieve a good trade-off in accuracy, model size, speed, and cost. …”
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Clinical evaluation of computer-aided design and three-dimensional printing for completely edentulous mandibular custom tray fabrication: assessing clinician satisfaction by Tian Zhao, Yi Weng, Ning Li, Yiming Gao

“…This study evaluates prosthodontists’ satisfaction and efficiency of custom tray fabrication methods in completely edentulous mandibular jaw patients. …”
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Clinical and Functional Criteria for the State of Vital Activity and the Possibility of Rehabilitation of Patients and Disabled People with Age-related Cataracts by Yu. A. Korovyansky, A. M. Razumovskaya, V. S. Spiridonova, S. R. Kidraleeva

“…The results of the study showed the effectiveness of the use of the drug Quinax when administered by the method of three instillations for 6 months and revealed stabilization of visual functions: visual acuity and visual field to white, red and green colors, a decrease in visual fatigue, due to a decrease in glare, stabilization of dark adaptation and refraction.Conclusion. …”
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How, What, and Where You Sample Environmental DNA Affects Diversity Estimates and Species Detection by Anish Kirtane, Leif Howard, Caitlin E. Beaver, Margaret E. Hunter, Gordon Luikart, Kristy Deiner

“…The two sampling methods measured different beta diversity of communities detected with the COI marker across all three regions, highlighting the impact of the sampling method on the diversity of eDNA captured. …”
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Face super-resolution via iterative collaboration between multi-attention mechanism and landmark estimation by Chang-Teng Shi, Meng-Jun Li, Zhi Yong An

“…Specifically, in the 8 $$\times $$ × super-resolution experiment, the PSNR/SSIM/LPIPS on CelebA dataset is 27.68dB/ 0.8112/0.0866, outperforming existing state-of-the-art methods in terms of both accuracy and visual quality.…”
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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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Wineinformatics: Wine Score Prediction with Wine Price and Reviews by Yuka Nagayoshi, Bernard Chen

“…To explore the relationship between wine price and wine score, naive Bayes classifier and support vector machine (SVM) classifier are employed to predict the scores as either equal to or above 90 or below 90. The price values are normalized using four different methods: mean, median, boxplot mean, and boxplot median. …”
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A preference random walk algorithm for link prediction through mutual influence nodes in complex networks by Kamal Berahmand, Elahe Nasiri, Saman Forouzandeh, Yuefeng Li

“…Local random walk is considered to be one of the most well-known algorithms in the category of quasi-local methods. It traverses the network using the traditional random walk with a limited number of steps, randomly selecting one adjacent node in each step among the nodes which have equal importance. …”
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Optimal Bandwidth Selection for Kernel Density Functionals Estimation by Su Chen

“…Various bandwidth selection methods for KDE and local least square regression have been developed in the past decade. …”
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Atom Probe Tomography (APT) and Its Application in Ore Deposits by Peng TAO, Shiwen XIE, Tao LONG, Mingzhu MA, Xiaochao CHE

“…The development history, basic principle, selection method of area of interest and needle tip sample preparation of APT are briefly introduced in this paper. …”
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Comparative Evaluation of Sequential Neural Network (GRU, LSTM, Transformer) Within Siamese Networks for Enhanced Job–Candidate Matching in Applied Recruitment Systems by Mateusz Łępicki, Tomasz Latkowski, Izabella Antoniuk, Michał Bukowski, Bartosz Świderski, Grzegorz Baranik, Bogusz Nowak, Robert Zakowicz, Łukasz Dobrakowski, Bogdan Act, Jarosław Kurek

“…Job–candidate matching is pivotal in recruitment, yet traditional manual or keyword-based methods can be laborious and prone to missing qualified candidates. …”
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Octascope: A Lightweight Pre-Trained Model for Optical Coherence Tomography by Haoyang Cui, Chen Wang, Paul Calle, Yunlong Liu, Qinghao Zhang, Sinaro Ly, Justin Reynolds, Feng Yan, Ke Zhang, Ronghao Liu, Junyuan Liu, Kar-Ming Fung, Zhongxin Yu, Ajay Jain, Qinggong Tang, Chongle Pan

“…Optical coherence tomography (OCT) imaging enables high resolution visualization of sub-surface tissue microstructures. …”
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Evaluating ultrastructural preservation quality in banked brain tissue by Macy Garrood, Alicia Keberle, Allison Sowa, William Janssen, Emma Thorn, Claudia De Sanctis, Kurt Farrell, John Crary, Andrew McKenzie

“…In this study, we report a method to assess whether EM images have ambiguous interstitial zone artifacts in a cohort of 10 postmortem brains with samples from each of the cortex and thalamus. …”
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The role of implant projection in optimizing transcatheter aortic valve implantation by Rut Álvarez-Velasco, Marcel Almendárez, Alberto Alperi, Paula Antuña, Raquel del Valle, Cesar Morís, Isaac Pascual

“…This review will discuss the techniques and supporting evidence for these modifications to the deployment and implant projection methods, and how they can improve TAVI outcomes.…”
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Gastroesophageal Stents for the Management of Post Sleeve Gastrectomy Leakage: Interventional Radiology Experience by Abdulmajeed Bin Dahmash, Mohammad Arabi, Aljabriyah Alfutais, Mohammed A. Alswayah, Shaker Alshehri, Refaat Salman, Yousof Al Zahrani, Mohammed Almoaiqel

“…Objective The aim of this study was to assess the efficacy and safety of retrievable, self-expandable gastroesophageal stents to manage gastric leaks post sleeve gastrectomy by interventional radiology (IR). Methods This is a retrospective study of patients with gastric leaks post sleeve gastrectomy who were managed with gastroesophageal stent placement. …”
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Profiling Dynamic Patterns of Single‐Cell Motility by Debonil Maity, Nikita Sivakumar, Pratik Kamat, Nahuel Zamponi, Chanhong Min, Wenxuan Du, Hasini Jayatilaka, Adrian Johnston, Bartholomew Starich, Anshika Agrawal, Deanna Riley, Leandro Venturutti, Ari Melnick, Leandro Cerchietti, Jeremy Walston, Jude M. Phillip

“…Abstract Cell motility plays an essential role in many biological processes as cells move and interact within their local microenvironments. Current methods for quantifying cell motility typically involve tracking individual cells over time, but the results are often presented as averaged values across cell populations. …”
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A Saliency Detection Model via Fusing Extracted Low-level and High-level Features from an Image by Sekine Asadi Amiri, Hamid Hassanpour

“…Low-level features contain primitive information such as color or texture while high-level features usually consider visual systems. Recently, some salient region detection methods have been proposed based on only low-level features or high-level features. …”
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