Research on the Construction of Event Evolutionary Graph for Urban Rail Transit Train Operation and Maintenance Safety by FAN Qianqi, ZUO Jianyong, GONG Ming, JIA Bo, LI Zhengjiang

“…Through comparative evaluation of traditional knowledge graph methods, general event evolutionary graph methods and the above proposed method, accuracy and effectiveness of the last one in the construction of event evolutionary graph are verified. …”
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Combined Phacovitrectomy in Surgical Treatment of Rhegmatogenous Retinal Detachment Complicated by Proliferative Vitreoretinopathy. Clinical case by A. S. Golovin, A. V. Malyshev, S. A. Sai, I. G. Ovechkin

“…The presented clinical case demonstrates a number of significant advantages of the FVE method, which include, in particular, safe and controlled implementation of PEC, due to the support of the capsular bag by the preserved vitreous body, optimal visualization of the fundus structures and vitreous body peripheral parts, the absence of an additional stage of surgical intervention to remove cataracts associated with rehospitalization and psychoemotional stress directly affecting the patient’s quality of life.…”
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Face and Neck Pilomatricoma Excision Using an Endoscope‐Assisted Hairline Approach by Ken Woo, Dong Kun Lee, Seung Hoon Woo

“…Setting Dankook University School of Medicine, Korea. Methods Fifty patients with benign pilomatricomas of the face and neck were prospectively enrolled and allocated into two groups. …”
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Avocado fruit sorting by hyperspectral images by D. A. Metlenkin, R. A. Platova, Yu. T. Platov, O. V. Fedoseenko, O. V. Sadkova

“…The paper shows the use of the methods of hyperspectral imaging (HSI) in a range of 400–1000 nm and multivariate analysis for sorting Hass avocado fruits. …”
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The Use of Autologous Leucocyte Labelling in Patients With Fever Of Unknown Origin by E. V. Migunova, G. A. Nefedova, V. P. Nikulina, S. S. Petrikov, L. T. Khamidova

“…Is to present the possibilities of radionuclide imaging (RI) using labelled autologous leucocytes to identify the source of infection.MATERIAL AND METHODS. 95 patients with fever of unknown origin were examined by the radionuclide diagnostic method. …”
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Spatial Distribution Characteristics and Driving Factors of Formicidae in Small Watersheds of Loess Hilly Regions by Yu Tian, Fangfang Qiang, Guangquan Liu, Changhai Liu, Ning Ai

“…Through field investigation and laboratory analysis, combined with methods such as spatial autocorrelation analysis, the ordinary least squares method (OLS), and the geographically weighted regression model (GWR), it deeply explores the spatial distribution characteristics and driving factors of Formicidae in the study area. …”
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Lateral Transorbital Approach for Lateral Sphenoid Defects: Anatomy, Surgery, Nasoseptal Flap Use, and a 4‐Case Series by Darlene Lubbe, Lien Deschuytere, Kris S Moe

“…Conclusions The lateral transorbital approach enhances visualization, reduces nerve injury risk, and lowers nasal morbidity, making it a valuable method for repairing pneumatized sphenoid sinus defects. …”
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Modern technologies in early detection and differential diagnostics of gastric cancer by A. F. Chernousov, V. V. Levkin, A. V. Egorov, S. S. Kharnas, T. V. Khorobrykh, N. V. Gagarina, N. S. Gorovaya, V. Ya. Zavodnov, V. B. Loshchenov, N. L. Okhotnikova, E. Yu. Patoka, S. K. Ternovoy, E. V. Fominykh, O. V. Ogneva

“…Diagnostic potential of all mentioned methods of visualization of gastric lesions needs to be further explored.…”
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Computed tomography versus sleep endoscopy (DISE) to predict the effectiveness of mandibular advancement device in adult patients with obstructive sleep apnea: A systematic review. by Pedro Cebola, Cristina Caroça, Helena Donato, Sara Dias, João Paço, Cristina Manso

“…<h4>Methods</h4>PubMed, Embase and Web of Science Core Collection databases were comprehensively searched. …”
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Mixture of Expert-Based SoftMax-Weighted Box Fusion for Robust Lesion Detection in Ultrasound Imaging by Se-Yeol Rhyou, Minyung Yu, Jae-Chern Yoo

“…However, challenges such as speckle noise, low contrast, and diverse lesion morphology hinder its diagnostic accuracy. <b>Methods:</b> To address these issues, we propose CSM-FusionNet, a novel framework that integrates clustering, SoftMax-weighted Box Fusion (SM-WBF), and padding. …”
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Diagnosis and Detection of Alzheimer’s Disease Using Learning Algorithm by Gargi Pant Shukla, Santosh Kumar, Saroj Kumar Pandey, Rohit Agarwal, Neeraj Varshney, Ankit Kumar

“…This paper proposes some insightful pre-processing methods that significantly improve the classification performance of these MRI images. …”
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A successive framework for brain tumor interpretation using Yolo variants by S. Priyadharshini, Ramasubramanian Bhoopalan, D. Manikandan, Krishnaraj Ramaswamy

“…MRI is frequently used to diagnose these disorders; however medical professionals find it challenging to manually evaluate MRI pictures because of time restrictions and unpredictability. Computerized methods such as R-CNN, attention models and earlier YOLO variants face limitations due to high computational demands and suboptimal segmentation performance. …”
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Abnormal traffic detection based on image recognition and attention-residual optimization by Pengfei Wang, Xinpeng Chen, Jinan Shen, Zhenwu Xu, Fang Liang, Qiuyang Du

“…Consequently, there has been a sharp increase in network attacks, highlighting the need for enhanced network security methods. Network intrusion detection systems play a crucial role in network security. …”
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Synergistic fusion: An integrated pipeline of CLAHE, YOLO models, and advanced super-resolution for enhanced thermal eye detection. by Persiya J, Sasithradevi A

“…Furthermore, to enhance the resolution of detected eye regions, we investigate various super-resolution techniques, ranging from traditional methods like Bicubic interpolation to cutting-edge approaches like generative adversarial networks (BSRGAN, ESRGAN) and advanced models like Real-ESRGAN, SwinIR, and SwinIR-Large with ResShift. …”
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Comparison of leg length discrepancy after total hip arthroplasty: Direct anterior and posterior lateral approach. by Yang Lu, Xiang Li, Yihe Hu, Fengchao Zhao

“…Few articles have compared LLD after THA by different surgical approaches.<h4>Methods</h4>A total of 358 consecutive patients who underwent primary THA between January 2016 and November 2018 were retrospectively reviewed. …”
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A novel attention based vision transformer optimized with hybrid optimization algorithm for turmeric leaf disease detection by R. Selvaraj, M. S. Geetha Devasena

“…However, the existing methods for leaf disease detection exhibit limitations in extracting complex leaf features which leads to lower classification accuracy. …”
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Predictive Capability Evaluation of Micrograph-Driven Deep Learning for Ti6Al4V Alloy Tensile Strength Under Varied Preprocessing Strategies by Yuqi Xiong, Wei Duan

“…The classification model was insensitive to normalization methods, while min–max normalization with center-cropping showed optimal standardization for regression (R² = 0.111 ± 0.017). …”
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Investment Function of Economic Growth in Russia by O. S. Sukharev

“…The aim of the study is to determine the investment function of the Russian economy before the Covid crisis in order to identify the main instruments of the investment policy of growth in the post-crisis period. The research methods are macroeconomic and regression analysis based on software Gretl 2020b, which helped to choose the investment function according to the instrument-factors. …”
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Robust Face Recognition Using Deep Learning and Ensemble Classification by Pavani Chitrapu, Mahesh Kumar Morampudi, Hemantha Kumar Kalluri

“…Poor lighting conditions can obscure facial features, introduce shadows, and distort spatial relationships, while changes in pose are critical for accurate identification. Existing methods often struggle to strike a balance between accuracy, computational efficiency, and robustness. …”
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Modeling and Reconstruction of Mixed Functional and Molecular Patterns

“…<p>Functional medical imaging promises powerful tools for the visualization and elucidation of important disease-causing biological processes in living tissue. …”
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