Coalmine image super-resolution reconstruction via fusing multi-dimensional feature and residual attention network by Jian CHENG, Lifei MI, Hao LI, Heping LI, Guangfu WANG, Yongzhuang MA

“…Image super-resolution reconstruction, an essential image processing technology, aims to recover clear high-resolution images from low-resolution coalmine images, thereby significantly enhancing the reliability of intelligent monitoring and safety management in coal coalmines. …”
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Enzymatic Oxidation of Aflatoxin M₁ in Milk Using CotA Laccase by Yongpeng Guo, Hao Lv, Zhiyong Rao, Zhixiang Wang, Wei Zhang, Yu Tang, Lihong Zhao

“…More effort is still needed to improve the AFM₁ oxidase activity of CotA laccase in order to shorten the processing time when applying the enzyme in the milk industry.…”
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Frequency-Domain Collaborative Lightweight Super-Resolution for Fine Texture Enhancement in Rice Imagery by Zexiao Zhang, Jie Zhang, Jinyang Du, Xiangdong Chen, Wenjing Zhang, Changmeng Peng

“…This research provides an effective solution for lightweight rice image enhancement, with its dual-branch collaborative mechanism and dynamic fusion strategy establishing a new paradigm in agricultural rice image processing.…”
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Low-Damage Grasp Method for Plug Seedlings Based on Machine Vision and Deep Learning by Fengwei Yuan, Gengzhen Ren, Zhang Xiao, Erjie Sun, Guoning Ma, Shuaiyin Chen, Zhenlong Li, Zhenhong Zou, Xiangjiang Wang

“…In the process of plug seedling transplantation, the cracking and dropping of seedling substrate or the damage of seedling stems and leaves will affect the survival rate of seedlings after transplantation. …”
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Evaluating the Feasibility of Web-Monitoring Methodology for Measuring Exposure to Online Cancer Misinformation by Cindy A Turner, Andy J King, Ida Tovar, Morgan M Millar, Rachel R Codden, Jia-Wen Guo, Skyler Johnson, Anne C Kirchhoff, Margaret Raber, Xiaoming Sheng, Deanna Kepka, Echo L Warner

“…A complex installation process negatively impacted implementation and caused an unknown number of participants to drop out after the baseline survey. …”
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Red Tide Detection Method Based on a Time Series Fusion Network Model: A Case Study of GOCI Data in the East China Sea by Tianhong Ding, Zhiqiang Xu, Yunjie Wang, Qinglian Hou, Xiangyong Liu, Fengshuang Ma

“…By integrating multi-temporal GOCI data, the model comprehensively captures spatiotemporal characteristics of red tides, enhancing dynamic process modeling. The CSF-RTDNet method improves feature discrimination by introducing NDVI to enhance red tide characteristics and increase separability between red tides and seawater. …”
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Ruptured Intracranial Dermoid Cyst with Fat Dissemination: A Clinical Case Mimicking an Epidermoid Cyst and Review of the Literature by Kalvis Verzemnieks, Roberts Tumelkans, Sintija Strautmane, Verners Roberts Kalejs, Egils Valeinis, Julija Dolgopolova, Tatjana Tone, Arturs Balodis

“…Cysts may be visualized on non-enhanced computed tomography (NECT) and magnetic resonance imaging (MRI), facilitating discussions between clinicians and radiologists to determine cyst content and potential dissemination in cases of rupture. …”
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Genetic diversity and shallow genetic differentiation of the endangered scaly‐sided merganser Mergus squamatus by Yulong Shen, Ye Gong, Diana Solovyeva, Lin Wang, Mu Li, Mengxuan Hu, Yiwei Jiang, Sergey Vartanyan, Haitao Wang

“…Abstract Examining patterns of genetic diversity are crucial for conservation planning on endangered species, while inferring the underlying process of recent anthropogenic habitat modifications in the context potential long‐term demographic changes remains challenging. …”
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^99mTc-Selenium-NPs as SPECT Tracers: Radio Synthesis and Biological Evaluation by Akhilesh Kumar Singh, Mohd. Faheem, Amit Jaiswal, Malleswari Ponnala, Sanjay Gambhir, Manish Dixit

“…The radiolabelled nanoparticles refer to the process of incorporating radioactive isotopes into nanoparticles. …”
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FDDM: unsupervised medical image translation with a frequency-decoupled diffusion model by Yunxiang Li, Hua-Chieh Shao, Xiaoxue Qian, You Zhang

“…Our diffusion model uses a dual-path reverse diffusion process for low-frequency and high-frequency information, achieving a better balance between image quality and anatomical accuracy. …”
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A modified Morris screening protocol for sensitivity analysis and calibration of green roof parameters in SWMM by Lihua Yang, Jie Wang, Songwen Yang, Mingming Wang, Long Li, Tie Chen, Liang Feng

“…In the calibration process of urban flood and non-point source pollution models, obtaining sufficient site-specific sensitive parameters and their variation trends remains challenging. …”
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Improved decomposition strategy based recurrent ensemble deep random vector functional link network for forecasting short-term electricity price by Ranjeeta Bisoi, P.K. Dash, Someswari Perla

“…Therefore this new approach does not need to know the number of modes apriori like the widely used variational mode decomposition (VMD), resulting with less computational complexity and more robustness in comparison to VMD. …”
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Deep learning-based underwater metal object detection using input image data and corrosion protection of mild steel used in underwater study: A case study: Part A: Deep learning-ba... by Thankappan Sasilatha, Doss Hebciba Mary Suvakeen Amala, Rajendran Susai Santhammal, Časlav Lačnjevac, Gurmeet Singh

“…For underwater autonomous operation, intelligent computer vision is the most important technology. In an underwater environment, weak illumination and low-quality image enhancement, as a pre-processing procedure, is necessary for underwater vision. …”
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Numerical modeling of the dynamics of the clutch couplers by D. V. Shevchenko, M. A. Kudryavtsev, A. M. Orlova, S. A. Ponomarev, A. M. Sokolov, Yu. V. Savushkina

“…Regulatory documents governing the provisions of automatic coupling devices in freight cars were analyzed. Dynamic computational models have been developed that describe the behavior of automatic couplings in the process of coupling cars, taking into account the inertial characteristics of all parts included in the assembly, the geometric nonlinearity associated with their contact interaction, and the elastic-damping properties of the absorbing device. …”
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An Improved YOLOP Lane-Line Detection Utilizing Feature Shift Aggregation for Intelligent Agricultural Machinery by Cundeng Wang, Xiyuan Chen, Zhiyuan Jiao, Shuang Song, Zhen Ma

“…Surprisingly, we also obtained a significant improvement in the model’s processing speed. Furthermore, we conducted ablation experiments to assess the effectiveness of our improvements in lane-line detection, all of which outperformed the original detection model.…”
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Anterior Controllable Antedisplacement Fusion (ACAF) in Revision Surgery for Iatrogenic Cervical Kyphosis: Technical Note and Case Series by Zhenlei Liu, Yaobin Wang, Lei Zhang, Shanhang Jia, He Wang, Lei Cheng, Fengzeng Jian, Kai Wang, Hao Wu

“…Consequently, there is a need to investigate alternative treatment approaches that streamline the operative process and markedly diminish postoperative complications. …”
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Lower-Complexity Multi-Layered Security Partitioning Algorithm Based on Chaos Mapping-DWT Transform for WA/SNs by Tarek Srour, Mohsen A. M. El-Bendary, Mostafa Eltokhy, Atef E. Abouelazm, Ahmed A. F. Youssef, Ali M. El-Rifaie

“…The main plaintext portion is ciphered in the series of cryptography to reduce the complexity and increase the security capabilities of the proposed algorithm by two chaos mappings. The process of reduction saves complexity and is employed to feed the series of chaos cryptography without increasing the complexity. …”
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Analysis of the use of artificial intelligence systems for the development of physical exercise programs during rehabilitation of nephrology patients by V.V. Bezruk, D.D. Ivanov, I.D. Shkrobanets, M.A. Ivanchuk, P.R. Ivanchuk, I.S. Seman-Minko, O.I. Pervozvanska

“…Artificial intelligence (AI) is a direction of mathematical computer modeling based on the abstract essence of mathematical thinking. …”
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A Novel Adaptive Fine-Tuning Algorithm for Multimodal Models: Self-Optimizing Classification and Selection of High-Quality Datasets in Remote Sensing by Yi Ren, Tianyi Zhang, Zhixiong Han, Weibin Li, Zhiyang Wang, Wenbo Ji, Chenhao Qin, Licheng Jiao

“…Next, the data within each cluster are processed by calculating the translational difference between the original and perturbed data in the multimodal large model’s vector space. …”
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Research on Dual-Mode Self-Calibration Tensioning System by Xuling Liu, Yusong Zhang, Chaofeng Peng, Le Bo, Kaiyi Zhang, Guoyong Ye, Jinggan Shao, Jinghui Peng, Songjing Li

“…For the issue of heat generation due to oil film friction in the hydraulic jack, a simulation calculation model is developed by integrating Computational Fluid Dynamics (CFD) techniques with dynamic grid and slip grid methods. …”
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