MACNet: A Multidimensional Attention-Based Convolutional Neural Network for Lower-Limb Motor Imagery Classification by Ling-Long Li, Guang-Zhong Cao, Yue-Peng Zhang, Wan-Chen Li, Fang Cui

“…However, it is challenging to classify lower-limb MI from electroencephalogram (EEG) signals, because lower-limb motions (LLMs) including MI are excessively close to physiological representations in the human brain and generate low-quality EEG signals. To address this challenge, this paper proposes a multidimensional attention-based convolutional neural network (CNN), termed MACNet, which is specifically designed for lower-limb MI classification. …”
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CFD analysis of cavitated flow in multi-groove water lubricated bearings with partial and full slip effects by Rutuparna Ambekar, Nitesh Kumar, Shiva Kumar, H Girish

“…Flow visualization reveals complex vortex structures within the grooves, with their size and location strongly affected by slip conditions and journal speed. …”
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Using emoji to ascertain student emotional responses to technology-based human anatomy instruction by Shawn M. Magrum, Shawn M. Magrum, Jaynie Bird, Ethan L. Snow, Ethan L. Snow

“…Both pleasant (high valence/sentiment) and unpleasant (low valence/sentiment) emotions influence the cognitive processes involved in learning, and emotional sentiment can be exemplified by particular emoji.MethodsA survey with 10 facial emoji stratified into three categories (positive, neutral, and negative sentiment) was administered to students completing a human anatomy course with 3D visualization technology (3DVT) and augmented reality (AR) integration. …”
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5G Network Deployment Planning Using Metaheuristic Approaches by Binod Sapkota, Rijan Ghimire, Paras Pujara, Shashank Ghimire, Ujjwal Shrestha, Roshani Ghimire, Babu R. Dawadi, Shashidhar R. Joshi

“…The present research focuses on optimizing 5G base station deployment and visualization, addressing the escalating demands for high data rates and low latency. …”
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A framework for street view texture refinement of LoD2 building model using roughly posed terrestrial photos by Yunlong Zheng, Xianfeng Huang, Liang Ge, Mao Ye, Wenxuan Liu, Fan Zhang, Hanyu Xiang, Zepeng Hou

“…UAV-based oblique photogrammetric 3D reconstruction is widely utilized for large-scale urban modeling, and shop signs on the reconstructed models serve as vital elements for visualization and various urban research. However, the texture quality, particularly at street level, is often influenced by low resolution and occlusion, resulting in blurred and illegible shop signs. …”
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Ultrasound Diagnosis of Uterine Arteriovenous Malformations: A Systematic Review by José Antonio García-Mejido, Rocío García-Jiménez, Lourdes Rodriguez-Cruz, Rocío Neguillo-Moguel, Carlota Borrero, José Antonio Sainz-Bueno

“…Conclusions: Ultrasound diagnosis of uterine arteriovenous malformations might be initially suspected in the grayscale mode, although the color and spectral Doppler assessment seems to be the key to achieving a consistent diagnosis with the visualization of a tangle of vessels in a ‘mosaic’ pattern with multidirectional turbulent flow in an arteriovenous shunting, with high-velocity and low-impedance values in spectral flow analysis.…”
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Research on Wind Turbine Main Shaft Bearing Fault Diagnosis Method Based on Unity 3D and Transfer Learning by Shuai Wang, Wenlei Sun, Han Liu, Shenghui Bao, Yunhao Wang, Xin Zhao

“…The state monitoring visualization is limited, fault data and sample labels are scarce, and fault data distribution varies under different operational conditions, leading to low diagnosis accuracy and slow diagnosis speed. …”
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SpaCCC: Large Language Model-Based Cell-Cell Communication Inference for Spatially Resolved Transcriptomic Data by Boya Ji, Xiaoqi Wang, Debin Qiao, Liwen Xu, Shaoliang Peng

“…Furthermore, SpaCCC provides various cell-cell communication visualization results at both single-cell and cell type resolution. …”
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Texture Analysis of Near-Infrared Vein Images During Reactive Hyperemia in Healthy Subjects by Henrique Silva, Carlota Rezendes

“…Near-infrared reflectance imaging (NIRI) devices, commonly used for vein visualization, may offer untapped potential in this context. …”
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A FUSED PET/MRI IN A PLANNING AND PERFORMING STEREOTACTIC OPERATIONS IN BRAIN TUMORS by A. I. Kholyavin, V. B. Nizkovolos, A. F. Gurchin, T. Yu. Skvortsova

“…The proposed planning method allows to increase the effectiveness of biopsies and to prevent the prolonged growth of brain glial tumors, even when their selective stereotactic ablation, as well as to ensure a low level of postoperative complications.…”
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Advancing cotton fiber research with variable-pressure scanning electron microscopy by Fang Bai, M. Andrew Jansen

“…Variable-pressure scanning electron microscopy (VP-SEM) offers an alternative approach, operating under low pressure rather than a high-vacuum environment, which can be advantageous for imaging live samples with minimal sample preparation. …”
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YOLO-ALW: An Enhanced High-Precision Model for Chili Maturity Detection by Yi Wang, Cheng Ouyang, Hao Peng, Jingtao Deng, Lin Yang, Hailin Chen, Yahui Luo, Ping Jiang

“…In the backbone, the SPPF_LSKA (Spatial Pyramid Pooling Fast-Large Separable Kernel Attention) module enhances the integration of multi-scale features, facilitating accurate differentiation of peppers at various maturity stages while maintaining low computational complexity. Additionally, the Wise-IoU (Wise Intersection over Union) loss function optimizes bounding box learning, further improving the detection of peppers in occluded or background-similar scenarios. …”
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Epidemiological trends and disparities in the global burden of bacterial skin diseases among children and adolescents from 1990 to 2021: an analysis based on GBD 2021 by Hongen Guo, Peixin Zheng

“…Date analysis and visualization were performed using the R programming language. …”
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Beyond the outbreak: a review of big data analytics in proactive infectious disease prevention for risk mitigation for COVID-19 by Nurun Nuha, Sakinah Ali Pitchay, Azni Haslizan Ab Halim, Murtadha Arif Bin Sahbudin, Ilfita Sahbudin

“…The COVID-19 pandemic exposed critical limitations in traditional disease tracking systems, such as the lack of integrated data visualization, co-monitoring, and real-time analytics, leading to delayed and often ineffective public health responses. …”
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Practice and Perception of Radiographers on the Positioning Techniques of Erect Lateral Cervical Spine Radiography in Non-trauma Adult Patients by B.S. Weerakoon, I.G.N.N.K. Karunaratne, .M.W.S. Jayasundara

“… Background: The visualization of the lower cervical spine (C-spine), including the C7-T1 junction on lateral radiograph is a challenge due to the overlapping of the shoulder girdle. …”
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Estimation and mapping of Arias intensity in Nepal: Insights from seismic analysis in the Kathmandu Valley by Dibyashree POUDYAL, Norhaiza NORDIN, Siti Nur Aliaa ROSLAN

“…The DEM analysis further revealed that areas with low slopes, particularly in central Kathmandu, have higher soil amplification factors, potentially amplifying seismic waves. …”
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Aeroelastic Response in an Oscillating Transonic Compressor Cascade—An Experimental and Numerical Approach by Carlos Alberto Tavera Guerrero, Nenad Glodic, Mauricio Gutierrez Salas, Hans Mårtensson

“…Steady-state results consist of a Laser-2-Focus anemometer (L2F), pressure taps, and flow visualization. Steady-state numerical results indicate good agreement with experimental data, including the reattachment line length, at both operating points, while discrepancies are observed at low-momentum regions within the passage. …”
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Optimizing Spatial Distribution of Urban Green Spaces by Balancing Supply and Demand for Ecosystem Services by Yi-Wen Ji, Lang Zhang, Jie Liu, Qicheng Zhong, Xinxin Zhang

“…The results of assessment based on spatial visualization show that green space was abundant in areas with low demand for it, while those with high demand for it tended to have limited green space in Hefei. …”
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High Expression of ZNF208 Predicts Better Prognosis and Suppresses the Tumorigenesis of Breast Cancer by Jing Wei, Fangzheng Jiao, Xiaoya Wang, Yifan Qiao, Zihan Yuan, Fang Liu, Yan Fang, Yanfang Pan

“…Results: We discovered that ZNF208 was downregulated in breast cancer, and low expression of ZNF208 predicted worse prognosis of BRCA patients. …”
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Water level monitoring by using magnetic optical sensor by Jonatan Daniel Morales Arrieta, Jesus Vargas Ortiz, Jesús Patricio Ordaz Oliver, Juan Carlos González Islas, Omar Samperio Vázquez

“…In this work, a real-time water level measurement system using an optical-magnetic sensor with high linearity, low cost, high reproducibility, and easy installation is proposed. …”
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