Clinical research progress on acute exudative polymorphous vitelliform maculopathy by JIANG Li, YANG Mingming

“…In summary, the natural course of acute exudative polymorphous vitelliform maculopathy is complex and diverse, and its diagnosis and differential diagnosis remain challenging. …”
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Distributed Absorber for Noise and Vibration Control by Michel Azoulay, Alexander Veprik, Vladimir Babitsky, Neil Halliwell

“…The absorber is arranged in the form of a single-layer assembly of small inertial bodies (balls) being distributed and moulded within the light visco-elastic media (e.g. silicone resin). …”
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A dual-branch model combining convolution and vision transformer for crop disease classification. by Qingduan Meng, Jiadong Guo, Hui Zhang, Yaoqi Zhou, Xiaoling Zhang

“…Computer vision holds tremendous potential in crop disease classification, but the complex texture and shape characteristics of crop diseases make disease classification challenging. …”
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ETQ-Matcher: Efficient Quadtree-Attention-Guided Transformer for Detector-Free Aerial–Ground Image Matching by Chuan Xu, Beikang Wang, Zhiwei Ye, Liye Mei

“…Specifically, to tackle various complex urban building scenarios, we propose quadtree-attention feature fusion (QAFF), which implements alternating self- and cross-attention operations to capture the context of global images and establish correlations between image pairs. …”
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Investigation on shaped-charge cutting and separation mechanism of weakening grooves on composite separation plates by Fei Weng, Jing Sun, Xin Chang

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Enhancing biometric identification using 12-lead ECG signals and graph convolutional networks by Maram Al Alfi, Pedro Peris-Lopez, Carmen Camara

“…The GCN model is trained on this graph, enabling it to learn complex patterns for user identification efficiently.ResultsExperimental results demonstrate that the proposed GCN-MI model achieves 100% accuracy with a 5-layer architecture at a k-fold of 75, outperforming conventional approaches that require less training data.DiscussionThis work introduces several innovations: the integration of MI indices enhances feature selection, improving model robustness and efficiency; the graph-based learning framework effectively captures both spatial and statistical relationships within ECG data, leading to higher classification accuracy; the proposed approach offers a scalable and real-time biometric authentication system suitable for applications in finance, healthcare, and personal device access. …”
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Development and implementation of bimetallic sliding bearings made of aluminum alloys by A. E. Mironov, G. S. Fox-Rabinovich, K. M. Rakov

“…The article analyses complex of works of the school of tribological materials science, founded by N. …”
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An Upside-Down Logic-Based Neutrosophic Methodology: Assessment of Online Marketing Effectiveness in E-Commerce Enterprises by Yantao Bu

“…However, evaluating its performance remains a complex task due to the presence of conflicting indicators, unpredictable user behavior, and shifting contextual factors. …”
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Investigating the effect of sediment loading on the growth of a shale-cored anticline using finite element modelling: an example from the South Caspian Basin by Andrew Procter, Daniel T. Roberts, Lidia Lonergan, Stephen J. Dee

“…Results demonstrate that the magnitude of shale inflation is controlled by complex interaction of the relative amounts of shortening and sedimentation rate.…”
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System of phraseological means of implementing the symbolic meanings of the somatonym «hand» in the Russian language by A. B. Ivanova

“…As a result of the analysis, it turned out that the studied layer of Russian phraseology has a complex systemic organization: within each group of the considered linguistic means, a ramified system of semantic oppositions was discovered and described, as well as additional components of meanings. …”
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Structure of the Primorye Current (Japan Sea) on satellite ima- ges and standard sections by A. A. Nikitin, I. L. Tsypysheva, Yu. I. Zuenko, Yu. I. Zuenko

“…The main features of the Primorye Current structure are determined that allows to conclude that this cold-water area in the surface layer from the Tatar Strait to Peter the Great Bay is formed by a complex of coastal-shelf processes, including upwelling, vertical mixing, and desalination by terrestrial runoff. …”
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Distributed Denial of Services (DDoS) attack detection in SDN using Optimizer-equipped CNN-MLP. by Sajid Mehmood, Rashid Amin, Jamal Mustafa, Mudassar Hussain, Faisal S Alsubaei, Muhammad D Zakaria

“…These models have got a complex optimizer installed on them to decrease the false positive or DDoS case detection efficiency. …”
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PathIntegrate: Multivariate modelling approaches for pathway-based multi-omics data integration. by Cecilia Wieder, Juliette Cooke, Clement Frainay, Nathalie Poupin, Russell Bowler, Fabien Jourdan, Katerina J Kechris, Rachel Pj Lai, Timothy Ebbels

“…Finally, using COPD and COVID-19 data we showcase how PathIntegrate enables convenient integration and interpretation of complex high-dimensional multi-omics datasets. PathIntegrate is available as an open-source Python package.…”
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Recent advances in the inverse design of silicon photonic devices and related platforms using deep generative models by Sun Jae Baek, Minhyeok Lee

“…Deep generative models offer additional capabilities by leveraging their ability to learn complex patterns and generate novel designs. This review examines various deep learning methodologies, including multi-layer perceptrons (MLP), convolutional neural networks (CNN), auto-encoders (AE), Generative Adversarial Networks (GAN), and reinforcement learning (RL) approaches. …”
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An improved multi-object instance segmentation based on deep learning by Nawaf Alshdaifat, Mohd Azam Osman, Abdullah Zawawi Talib

“…First, adopting a DL approach improves the object's detection in the enhanced ResNet (residual neural network) and connects it with the convolution layer for each ResNet block. Second, improving the localization of multiple objects dependent on the Region Proposal Network (RPN) approach, and third, utilizing a complex instance segmentation approach. …”
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Computational Fluid Dynamics Study on the Aerodynamics of a Blended Wing Body with Ground Effect in Subsonic Conditions by S. Mohan, P. Kumar

“…The investigations aim to capture the complex flow behaviour due to the varying ground proximities. …”
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Study on real-time warning system of blind path for the visually impaired based on improved deep residual shrinkage network by Zhezhou Yu, Fuwang Wang

“…Abstract Visually impaired individuals often face various obstacles when navigating blind roads, such as road disconnections, obstructions, and more complex road emergencies, which can leave them in difficult situations. …”
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Surface morphology, internal structure and nucleation mechanism of graphite inclusions in ductile cast iron. by A. I. Pokrovsky

“…The obtained results provide clarifi ations and supplementations to the theory of heterogeneous nucleation of spheroidal graphite particles in ductile cast iron, where the central part of the spheroid is a conglomeration of complex sulfides and oxides.…”
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Womanhood bound to motherhood: Choosing childlessness in Türkiye by Ayşegül Aracı İyiaydın, Ayça Ergun

“…The article argues that the decision to remain childless is not merely a personal preference but a complex, multi-layered process shaped by sociocultural expectations, gender norms, and individual agency. …”
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An Intelligent Algorithm for Aerodynamic Parameters Calibration of Wind Tunnel Experiment at a High Angle of Attack by Yeguang Wang, Shitong Jian, Zhigang Wang, Rui Fan, Peng Han, Yongxi Lyu

“…The proposed method solves the problems of complex structure, a large amount of data, and poor accuracy in homologous comparison of high angle of attack aerodynamic models of advanced layout aircraft. …”
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