Novel Wavelet Convolutional Neural Networks for Signal Detection in OFDM-IM Systems by Yang Zhao, SI-YU Zhang, Yuexia Zhang, Gongpu Wang, Behnam Shahrrava

“…Compared to the optimal Maximum likelihood (ML) method, the proposed DS-WTConv and SN-WTConv achieve approximately 19.2 times and 11.3 times faster runtime, respectively.…”
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A Novel Method for Online Diagnostic Analysis of Partial Discharge in Instrument Transformers and Surge Arresters from the Correlation of HFCT and IEC Methods by Marcel Antonionni de Andrade Romano, André Melo de Morais, Marcus Vinicius Alves Nunes, Kaynan Maresch, Luiz Fernando Freitas-Gutierres, Ghendy Cardoso, Aécio de Lima Oliveira, Erick Finzi Martins, Cristian Hans Correa, Herber Cuadro Fontoura

“…In this work, a new methodology is proposed for the online and non-invasive extraction of partial discharge (PD) pulses from raw measurement data obtained using a simplified setup. This method enables the creation of sub-windows with optimized size, each containing a single candidate PD pulse. …”
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The Design and Data Analysis of an Underwater Seismic Wave System by Dawei Xiao, Qin Zhu, Jingzhuo Zhang, Taotao Xie, Qing Ji

“…The host computer performs the collaborative optimization of multi-modal hardware architecture and adaptive signal processing algorithms, enabling the detection of ship targets in oceanic environments. …”
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GIRH-Unet: Improved Residual Tobacco Segmentation Algorithm Based on GhostNetV3-Unet by Jianhua Ye, Yunda Zhang, Pan Li, Ze Guo

“…Practical application in the production environment confirms that the proposed method successfully segments fine residual tobacco in complex backgrounds and meets the detection requirements relevant to the production site.…”
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Diagnostic values of adenosine deaminase cytokines in fluid contributed to the detection of extrapulmonary tuberculosis by Bui-Thi Thu Huong, Nguyen Minh Hien, Nguyen Tien Dung, Le-Thi Minh Hien, Luu Cong Thanh, Luu Vu Dung, Tran Khanh Chi, Nguyen-Van Khiem, Hoang Hai Yen

“…ADA was determined by an enzyme kinetics method; cytokine concentration was measured by a test based on the competitive enzyme-linked immunosorbent assay principle. …”
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Pretreatment method of forchlorfenuron residues in loquat by HPLC analysis by YANG Chunping, LI Zhaojun, NING Hong, CHEN Huabao, GONG Guoshu, YANG Jizhi, ZHANG Min

“…However, recent researches showed that excessive exposure of forchlorfenuron could cause the disorder of protein metabolism, mild emphysema. Therefore, residue detection of forchlorfenuron in fruits and vegetables is imperative.High-performance liquid chromatography (HPLC) analysis is a common detection method. …”
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An acoustic method of determination of leakage coordinates in gas pipelines by J. BUTKUS, L. JAKEVIČIUS, O. TUMŠYS

“…It is revealed that one of the more perspective methods of detection of leakage coordinates of gas-lines is the acoustic correlation method. …”
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Contrast-Invariant Edge Detection: A Methodological Advance in Medical Image Analysis by Dang Li, Patrick Cheong-Iao Pang, Chi-Kin Lam

“…To optimize the visualization and enhance the robustness of contrast changes, we propose the Contrast Invariant Edge Detection (CIED) method. …”
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Comprehensive Insights into Artificial Intelligence for Dental Lesion Detection: A Systematic Review by Kubra Demir, Ozlem Sokmen, Isil Karabey Aksakalli, Kubra Torenek-Agirman

“…<b>Background/Objectives:</b> The growing demand for artificial intelligence (AI) in healthcare is driven by the need for more robust and automated diagnostic systems. These methods not only provide accurate diagnoses but also promise to enhance operational efficiency and optimize resource utilization in clinical workflows. …”
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Segmentation of dermatoscopic images of skin lesions. Comparison of methods by A. F. Smalyuk, M. S. Dzeshka, I. D. Kupchykava

“…A method for correcting the desynchronization of images using the structural similarity index as a similarity metric, and the sine-cosine algorithm as an optimization algorithm is proposed. …”
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Pumping up your predictive power for cognitive state detection with the proper GAINS by Victoria Ribeiro Rodrigues, Jeremy R. Prieto, Szilard L. Beres, Chad Stephens, Christopher Myers, Nicholas J. Napoli

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Efficient and Cost-Effective Single Nucleotide Polymorphism Detection with Different Fluorescent Applications by A. Aydin, H. Baron, S. Bähring, H. Schuster, F.C. Luft

“…OLA was the most time consuming to optimize, but once running it was the least expensive method. …”
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Comparison of contact tracing methods: A modelling study by Joanna X.R. Tan, Lalitha Kurupatham, Zubaidah Said, Jeremy Chan, Kelvin Bryan Tan, Marc Ho, Vernon Lee, Alex R. Cook

“…Adapting contact tracing methods to the situation can optimize disease control. …”
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Feature Generation-Based Fingerprint Liveness Detection: A Novel Multimodal Approach by B. R. Rajakumar, S. Amala Shanthi

“…A chimeric dataset is constructed using the LivDet2015 fingerprint and iris datasets, in which the proposed liveness detection method is compared against the state-of-the-art unimodal liveness detection methods and multimodal liveness detection methods. …”
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Overlapping Community Detection in Vehicular Social Networks Based on Graph Attention Autoencoder by Xiang Gu, Qiwei Huang, Jie Yang

“…To address these problems, this paper proposes a semi-supervised overlapping community detection method based on graph attention autoencoder (CDGAAE). …”
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Early Parkinson's Disease Detection and Classification using Machine Learning and Neutrosophic Set by Hasan H. Oudah, Ahmed A. Metwaly, Mohamed eassa, Ahmed Abdelhafeez, Ahmad M. Nagm, Ahmed S. Salama

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Deep learning-based object detection algorithms in medical imaging: Systematic review by Carina Albuquerque, Roberto Henriques, Mauro Castelli

“…Notably, DL-based object detection methods have gotten significant interest across diverse medical imaging modalities and anatomical domains. …”
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Application of the YOLOv11-seg algorithm for AI-based landslide detection and recognition by Luhao He, Yongzhang Zhou, Lei Liu, Yuqing Zhang, Jianhua Ma

“…Using the Bijie-Landslide dataset, the method optimizes the feature extraction and segmentation modules of YOLOv11-seg, enhancing both the accuracy of landslide boundary detection and the pixel-level segmentation of landslide areas. …”
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Radiation Detection—CD/DVD, Glass, and Emerging Materials for Radon Exposure Assessment by Phoka C. Rathebe, Mota Kholopo

“…This review aimed to explore advances in radon detection methods, emphasizing cost-effectiveness and accessible techniques such as CDs, DVDs, and glass-based detectors. …”
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PMJDM: a multi-task joint detection model for plant disease identification by Rui Fu, Xuewei Wang, Shiyu Wang, Hao Sun

“…IntroductionPlant disease detection is critical for ensuring agricultural productivity, yet traditional methods often suffer from inefficiencies and inaccuracies due to manual processes and limited adaptability.MethodsThis paper presents the PlantDisease Multi-task Joint Detection Model (PMJDM), which integrates an enhanced ConvNeXt-based shared feature extraction, a texture-augmented N-RPN module with HOG/LBP metrics, multi-task branches for simultaneous plant species classification and disease detection, and CRF-based post-processing for spatial consistency. …”
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