Interpretation and understanding of asphalt crack detection deep learning models using integrated gradient (I.G.) maps by Gihan P. Ruwanpathirana, Sadeep Thilakarathna, Shanaka Kristombu Baduge

“…Historically, government agencies employed visual inspection methods to identify asphalt cracking. …”
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Developing Computer Vision Models for Classifying Grain Shapes of Crushed Stone by Alexey N. Beskopylny, Evgenii M. Shcherban’, Sergey A. Stel’makh, Alexandr A. Shilov, Irina Razveeva, Diana Elshaeva, Andrei Chernil’nik, Gleb Onore

“…In the construction industry, along with traditional approaches for the visual and instrumental assessment of building materials, methods based on intelligent algorithms are increasingly appearing; in particular, machine learning and neural network technologies. …”
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Noise Removal from Images of Lunar Areas in Permanent Shadow Using a Combination of Physical Noise Models and Deep Learning by Haiyan Pan, Binbin Chen, Zhonghua Hong, Ruyan Zhou, Yun Zhang, Yanling Han, Jiang Tao

“…Experimental results demonstrate that the proposed method outperforms existing methods in restoring terrain details and provides better quantitative and visual outcomes. …”
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Both k-core percolation and directed graph analysis revealed succession and transition of voxels’ spatiotemporal progress on dynamic correlation resting-state fMRI by Dong Soo Lee, Dong Soo Lee, Hyun Joo Kim, Youngmin Huh, Yeon Koo Kang, Wonseok Whi, Hyekyoung Lee, Hyekyoung Lee, Hyejin Kang, Hyejin Kang

“…Using these methods, state stationarity was tested for resting-state positive and unsigned negative brain graphs separately on sliding-window representation. …”
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A cytoderm metabolic labeling TPAPy-Tre for real-time detection of vitality of Mycobacterium tuberculosis in sputum by Mengru Yang, Guiqin Dai, Dan Li, Pengfei Zhao, Senlin Zhan, Hongjuan Qin, Hongzhou Lu, Mingbin Zheng, Peize Zhang

“…TPAPy-Tre shows potential as a rapid, visual method for tracking bacterial vitality during TB treatment, offering immediate feedback on treatment response. …”
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Comparative methodological studies of L-asparaginase encapsulation into erythrocytes by D. V. Borsakova, M. E. Plakhotnik, L. D. Koleva, E. A. Bovt, Yu. G. Alexandrovich, F. I. Ataullakhanov, E. I. Sinauridze

“…An optimal osmolality of the hypotonic buffer for each method was selected and was equal to 90–110 mOsm/kg. …”
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Impact of enrichment medium on PCR-based detection of Listeria monocytogenes in food by Barbara JERŠEK, Tamara MAJSTOROVIĆ, Nataša KLUN, Sonja SMOLE MOŽINA

“…Comparative evaluation of different enrichment media for bacteria of the genus Listeria (half Fraser - HF, buffered peptone water - BPW, triptic soy yeast extract broth -  TSBYE, universal preenrichment broth - UPB) showed that only the UPB enabled detection of L. monocytogenes in artificially contaminated food samples after 24h of incubation. The PCR-based method gave equal results as standard cultural method by analysis of naturally contaminated food samples. …”
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A Comparative Study to Evaluate The Role of Amniotic Membrane Transplant and Anterior Stromal Puncture in Painful Pseudophakic Bullous Keratopathy by Joginder Pal Chugh, Dimple Shakeet, Devanshu Shakya, Rajender Singh Chauhan, Ashok Rathi

“…Conclusion: AMT and ASP are equally effective procedures for management of symptomatic PBK in patients with poor visual potential. …”
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Simultaneous Selection for Oil Yield and other Agronomic Traits in Rapeseed Genotypes using Genotype × Trait and Genotype by Yield × Trait Biplots by Mohammad Barzali

“…Moreover, examining the relationship between yield and other agronomic traits improves the efficiency of breeding programs by determining appropriate selection criteria, such that some breeders prefer to select varieties indirectly using yield-related traits to achieve high yield. Among the methods that provide more appropriate characteristics of the status of genotypes and traits are graphical methods that allow for visual examination of correlations and relationships between traits and evaluation and identification of desirable genotypes based on the values of yield-trait combinations. …”
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Features of “Inverted” Educational Resources for Distance Learning of Pupils by D. A. Barkhatova, A. L. Simonova, P. S. Lomasko, L. B. Khegay

“…Features of the generation of modern schoolchildren, such as a low level of concentration, the prevalence of “clip way of thinking” and the visual channel of information perception, the search for the most comfortable conditions for the implementation of educational activities necessitate a revision of the form and content of educational information, taking into account the possibilities of its development along an individual trajectory.Materials and methods. …”
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The Peculiarities of Ideas about Law and Justice among High School Students by S. I. Balyaev, D. A. Burkova, N. N. Morozova

“…To process the obtained data, the content analysis and the methods of mathematic statistics, the criterion φ* (Fisher’s angular transformation) and the Kolmogorov-Smirnov criterion λ were used.Results and scientific novelty. …”
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Clinical Characteristics and Prognostic Factors of Patients with Intraocular Foreign Bodies from a Tertiary Eye Center in North China by Xing X, Liu F, Qi Y, Li J, Yu B, Wan L

“…Based on IOFB position and characteristics, different surgical methods were employed. Multivariate logistic regression analysis was performed to predict independent factors influencing final visual acuity after IOFBs.Results: This study analyzed 159 patients (159 eyes) with IOFBs. …”
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INTEGRATING CNN AND DICTIONARY MECHANISMS FOR EFFECTIVE LOOP CLOSURE DETECTION by Ayda Mohammed Sharif, Sadegh Abdollah Aminifar

“… Loop closure detection (LCD) remains a critical challenge in visual Simultaneous Localization and Mapping (SLAM), particularly in environments with repetitive structures or sparse textures where traditional methods suffer from perceptual aliasing and computational inefficiency. …”
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Spatiotemporal Feature Enhancement for Lip-Reading: A Survey by Yinuo Ma, Xiao Sun

“…This paper presents a comprehensive review of the latest advancements in methods for lip-reading by exploring key properties of diversity enhancement techniques, involving spatial features, spatiotemporal convolution, attention mechanisms, pulse features, audio-visual features, and so on. …”
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Transformer-Based Diffusion and Spectral Priors Model for Hyperspectral Pansharpening by Hongcheng Jiang, Zhiqiang Chen

“…Comprehensive evaluations on real-world datasets are conducted, including ablation studies and comparative experiments, demonstrating that uTDSP consistently outperforms state-of-the-art methods in quantitative metrics (e.g., peak signal-to-noise ratio, spectral angle mapper) and visual quality. …”
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Optimal surface defect detector design based on deep learning for 3D geometry by Sangmin Suh

“…Initially, image-processing methods were used, but with recent advances in deep learning, deep-learning-based methods are also being applied in this field. …”
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CLINICODIAGNOSTIC PARALLELS IN ADENOMYOSIS-RELATED INFERTILITY by A. R. Jhigalenko, l. Yu. Karakhalis, N. S. Papova

“…The aim of this study was to determine parallel between clinical manifestations of adenomyosis and imaging methods data.Materials and methods. 247 patients were examined, from which is formed clinical groups: 1st group included 26 patients (35,1%), and 2nd group – 23 patients (31,1%) with adenomyosis-related infertility, 3rd group (control) – 25 patients (33,8%). …”
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Past, Present, and Future Perspectives on the Integration of AI Into Walkability Assessment Tools: A Systematic Review by Yasin Delavar, Sarah Gamble, Karla Saldana-Ochoa

“…However, the efficacy of current methods in addressing non-visual aspects of human perception and their applicability across diverse demographics remains debatable. …”
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RESEARCH ON ANTHROPOMETRIC FACTORS AND BALANCE STABILITY OF FIGURE SKATERS by Tatiana Yordanova

“…The results are visualized in six tables, which are illustrated by five figures. …”
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Investigating the Outcomes of Adolescent Treatment for Humerus Fractures Using Elastic Titanium Nails by Pouria Tabrizian

“…Although effective, this method can disrupt medullary blood flow and pose biomechanical challenges. …”
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