Measuring Harmonic Mixer in the Frequency Range from 78.33 to 118.10 GHz by I. A. Zakharov, A. V. Gusinsky, A. V. Saikov, M. M. Kasperovich, D. A. Kondrashov, M. S. Svirid

“…The issues of realization of ultra-high-frequency measuring mixers on harmonics with a built-in frequency diplexer and the relevance of their application are considered. …”
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Enhanced boundary perception and streamlined instance segmentation by Junyong Shi, Guangzhi Chen, Yu Chen

“…BorderMask comprises three key innovations: the Multiscale Boundary Perception Enhanced Attention (MBPEA) module, which iteratively optimizes multi-scale boundary features; the Cross-modal Link Structure (CMLS), which enables information exchange between detection and segmentation branches; and the Equilibrium Map loss function, which mitigates class imbalance issues. …”
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Preparation for injectable dental anаesthesia

“…It is disappointing that the new module in the dental curriculum (2011) «Local anaesthesia and anaesthesiology in dentistry» does not contain any step-by-step oral cavity preparation prior to performing an injection. …”
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United States multi-sector land use and land cover base maps to support human and Earth system models by Jay Oliver, Ryan A. McManamay

“…One such MSD model is the Global Change Analysis Model (GCAM), which has its own independent land module, but often relies on CLM or LUH2 as spatial inputs for its base years. …”
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A secure and scalable blockchain-based model for electronic health record management by Kalyani Pampattiwar, Pallavi Chavan

“…This paper proposes a robust model that overcomes critical issues related to security, privacy, access control, and ownership transfer of patients’ records. …”
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Nondestructive Detection and Quality Grading System of Walnut Using X-Ray Imaging and Lightweight WKNet by Xiangpeng Fan, Jianping Zhou

“…Then, an effective walnut kernel detection network (called WKNet) was developed by employing Transformer, GhostNet, and criss-cross attention (called CCA) module to the YOLO v5s model, aiming to solve the time consuming and parameter redundancy issues. …”
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Ethical boundaries and cybercultural dynamics in virtual drama education: Navigating student-educator interactions and role confusion by Azadeh Mehrpouyan

“…The present study critically assesses the ethical challenges and opportunities within digital learning environments, emphasizing AI's role in enhancing student engagement and ethical reasoning. Key issues examined include the necessity for critical thinking, respectful dialogue, and reliance on credible sources.The study proposes a CyberCulture framework to address ethical dilemmas and promote cultural awareness and adaptability within digital learning networks. …”
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Adaptive enhancement of shoulder x-ray images using tissue attenuation and type-II fuzzy sets. by Qifeng Liu, Yong Han, Lu Shen, Jialei Du, Marzia Hoque Tania

“…In comparative studies, the method demonstrated significant performance advantages over 10 contemporary X-ray image enhancement algorithms and was validated through ablation experiments to confirm the effectiveness of each module.…”
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Design and Prototype of a Solar Array Malfunction Identification System. by Wabuyi, Richard

“…SAMIS integrates cutting-edge monitoring technologies and data analysis algorithms to detect, diagnose, and report issues within solar arrays. The system identifies problems such as diminished power output, module shading, and electrical faults using real-time performance monitoring and anomaly detection. …”
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DAPSS: A Novel Network for DOM Assisted Oblique Photography Point Cloud Semantic Segmentation by Zhenzhen Song, Mingqiang Guo, Liang Wu, Heng Liu, Ying Huang, Zheng Liu

“…Vertical occlusion has an issue, making ray-based mapping methods unsuitable. …”
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SSDFusion: A Semantic Segmentation Driven Framework for Infrared and Visible Image Fusion by Qishen Lv, Rui Yang, Chengmin Zhang, Shuaihui Liu, Xinyan Fan, Zihao Luo

“…The ablation study further demonstrates that the local global feature fusion module, the adaptive fusion loss function, and the integration of semantic segmentation and image fusion have significant effects on improving the model performance. …”
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Efficient Packaging Line Object Counting by Cross-Frame Association With Wavelet Convolutions and Trajectory Compensation by Longxuan Wei, Yutao Zhu, Yufeng Li, Ming Qian, Xiang Zuo, Boan Chen, Shiyu Liang, Zhouhan Lin, Junchi Yan

“…The VTC module is a plug-and-play addition that can be seamlessly integrated into Kalman filter-based trackers to mitigate tracking loss issues. …”
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FVPNet: A Fuzzy Visual Positioning Perception Network for Small Object Segmentation in Remote Sensing Images by Yu Yan, Jindong Xu, Qianpeng Chong, Guangyi Wei, Zhixiang Wang

“…Furthermore, grayscale variability intensifies boundary uncertainty, complicating accurate segmentation. To address these issues, we propose a fuzzy visual perception network, which incorporates a feature inheritance downsampling (FID) module, a fuzzy refinement subnet, and a small target perception (STP) subnet, along with a hierarchical balance loss that prioritizes small foreground objects to effectively reduce foreground bias in regression. …”
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Underground low-light self-supervised image enhancement method based on structure and texture perception by Shan PAN, Ting YU, Wei CHEN, Zijian TIAN, Zhongwen YUE

“…Existing image enhancement methods for low-light underground images often result in poor contrast and issues with overexposure and underexposure in certain areas. …”
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Cap2Seg: leveraging caption generation for enhanced segmentation of COVID-19 medical images by Wanlong Zhao, Wanlong Zhao, Fan Li, Fan Li, Yueqin Diao, Yueqin Diao, Puyin Fan, Puyin Fan, Zhu Chen, Zhu Chen

“…Additionally, ablation studies have been conducted to demonstrate the effectiveness of each proposed module. The code is available at https://github.com/AllenZzzzzzzz/Cap2Seg.…”
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Near-real-time wildfire detection approach with Himawari-8/9 geostationary satellite data integrating multi-scale spatial–temporal feature by Lizhi Zhang, Qiang Zhang, Qianqian Yang, Linwei Yue, Jiang He, Xianyu Jin, Qiangqiang Yuan

“…Moreover, a long short-term Transformer (LSTT) module is used to capture the temporal differences from the image sequences with different window lengths. …”
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An IPv6 address fast scanning method based on local domain name association by Yakai Fang, Liancheng Zhang, Luyang Li, Ce Sun, Yi Guo, Hongtao Zhang, Bin Lin, Jichang Wang, Wenhao Xia

“…Abstract With the increase of security issues in IPv6 networks, conducting address scanning in IPv6 networks proves beneficial for identifying potential security risks and vulnerabilities. …”
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PS-GAN: A Novel Pseudo-Siamese Generative Adversarial Network for Multimodal Remote Sensing Image Change Detection by Zhifu Zhu, Xiping Yuan, Shu Gan, Raobo Li, Rui Bi, Weidong Luo, Cheng Chen

“…In addition, we adopt U2Net+ as the CD model and develop a gated feature modulation mechanism and an enhanced squeeze–and-excitation module to reduce the interference of redundant features while enhancing the semantic representation of change features, further improving CD accuracy. …”
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APPROACHES FOR A MODEL OF POPULATION UROLOGICAL SCREENING BASED ON TELEMEDICINE TECHNOLOGIES by O. I. Apolikhin, A. V. Sivkov, I. A. Shaderkin, A. V. Vladzymyrskyy, V. A. Shaderkina, D. A. Voytko, M. Yu. Prosyannikov

“…The key element of the model is an information system which consist from: - web-questionnaires and online risk assessment forms, - Electronic health records module, - Laboratory module, - PACS. The model was developed according to criterion for screening programs recognized by WHO. …”
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FAHM: Frequency-Aware Hierarchical Mamba for Hyperspectral Image Classification by Peixian Zhuang, Xiaochen Zhang, Hao Wang, Tianxiang Zhang, Leiming Liu, Jiangyun Li

“…Specifically, FAHM is comprised of three main parts: a spatial-spectral interaction block (SSIB), a frequency group embedding module (FGEM), and an adaptive bidirectional Mamba block (ABMB). …”
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