A Novel Two-Level Protection Scheme against Hardware Trojans on a Reconfigurable CNN Accelerator by Zichu Liu, Jia Hou, Jianfei Wang, Chen Yang

“…The proposed security protection scheme operates at two distinct levels: the first level is geared towards preventing the triggering of the hardware Trojan, while the second level focuses on detecting the presence of a hardware Trojan post-triggering and subsequently neutralizing its potential harm. …”
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Quantum-Secure Coherent Optical Networking for Advanced Infrastructures in Industry 4.0 by Ofir Joseph, Itzhak Aviv

“…These high-capacity infrastructures, coupled with advanced digital signal processing and phase-sensitive detection, enable real-time data exchange for automated manufacturing, robotics, and interconnected factory systems. …”
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Survival of <i>Listeria monocytogenes</i> in Light and Full-Fat, Modified Atmosphere-Packaged, Sliced Greek Cheese over Shelf Life: Implications for Ready-to-Eat Food Safety by Ntina Vasileiadi, Theofania Tsironi, Georgia D. Mandilara

“…The observed survival highlights the importance of growth potential assessment, even in food matrices seemingly non-supportive of <i>Lm</i>. Given that post-pasteurization processing steps like slicing and MAP packaging can introduce contamination risks for vulnerable consumers, this study emphasizes the necessity of stringent hygienic practices to prevent <i>Lm</i> contamination. …”
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Multi-Level Intertemporal Attention-Guided Network for Change Detection in Remote Sensing Images by Shuo Liu, Qinyu Zhang, Yuhang Zhang, Xiaochen Niu, Wuxia Zhang, Fei Xie

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Metabolomic profiles of infants classified as sudden infant death syndrome: a case-control analysisResearch in context by Chad M. Aldridge, Keith L. Keene, Cornelius A. Normeshie, Josyf C. Mychaleckyj, Fern R. Hauck

“…The absence of specific biomarkers of SIDS diagnosis and risk leaves a significant gap in understanding SIDS pathophysiology. Metabolomics offers an avenue to better understand SIDS biology and identifying potential biomarkers. …”
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Dynamic Damage Characteristics of Red Sandstone: An Investigation of Experiments and Numerical Simulations by Yelin Qian, Ying Su, Ruicai Han, Changchun Li, Ran An

“…This analysis systematically examines the post-fracture granularity mass fraction, stress-strain curves, peak stress-average strain rate relationship, and fracture patterns. …”
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Drone-Based VNIR–SWIR Hyperspectral Imaging for Environmental Monitoring of a Uranium Legacy Mine Site by Victor Tolentino, Andres Ortega Lucero, Friederike Koerting, Ekaterina Savinova, Justus Constantin Hildebrand, Steven Micklethwaite

“…However, its accuracy is limited when mapping specific minerals, as most endmembers represent mineral groups or mixtures. …”
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YOLO-SAG: An improved wildlife object detection algorithm based on YOLOv8n by Lingli Chen, Gang Li, Shunkai Zhang, Wenjie Mao, Mei Zhang

“…Inference and post-processing times reach 1.2 ms and 0.5 ms, a speedup of 25% and 54.5%, respectively, and the computation volume is only 7.2 GFLOPs, an 11.1% decrease.…”
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Autonomous Aerial Vehicle Object Detection Based on Spatial Perception and Multiscale Semantic and Detail Feature Fusion by Wei Rao, Siyuan Chen, Dan Li

“…Finally, a method that integrates Soft Non-Maximum Suppression (Soft-NMS) with Generalized Intersection over Union (GIoU), called GIoU-Soft-NMS, is proposed to enhance the model&#x2019;s post-processing capability and reduce the missed and false detection rates, thereby further improving the detection accuracy of the model. …”
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A Novel Geometric-Descriptor Based Algorithm for Individual-Level Crop Monitoring using UAVs by Y. Goswami, Y. Goswami, N. Ramprasad, S. N. Omkar

“…GPS offers a potential solution by tagging each crop with a unique coordinate feature for mapping, but GPS-based systems like Real-Time Kinematic and Post-Processed Kinematic are costly, complex, and struggle on uneven terrains. …”
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Early mobilization after lung transplantation: A scoping review protocol by Matthieu Reffienna, Adéla Foudhaïli, Colin Sidre, Damien Vitiello, Jonathan Messika

“…Understanding the feasibility, benefits, and potential barriers to early mobilization in this population would enhance future post-transplant recovery care.Studies evaluating an early mobilization (<7d) protocol initiated in the intensive care unit for adult lung transplant recipients will be included. …”
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The role of financial technology and entrepreneurial finance practices in funding small and medium-sized enterprises by Piotr Łasak

“…It also offers important premises for shaping the post-pandemic policy to support their further growth. …”
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BEAUTY IN MATHEMATICAL EDUCATION: SYNERGETIC WORLDVIEW by V. A. Testov

“…This will contribute to the development concept of mathematics education: to increase motivation for mathematical studies, to develop cognitive interests and activities, to narrow the gap between education and research processes, to overcome the problems with aesthetic education of students.…”
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Decoding the complete mitochondrial genome of Hydrangea chinensis maxim.: insights into genomic recombination, gene transfer, and RNA editing dynamics by Kang Ye, Jun Qin, Hu Yonghong

“…To bridge this knowledge gap, we sequenced and assembled the complete mitogenome of H. chinensis, providing novel insights into its structure, evolution, and functional dynamics. …”
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Shaping the future of medical laboratory practices in Somaliland: a review of the current standards by Omar Abdulkarim Saeed Alhammadi, Zhinya Kawa Othman, Ephraim Ikpongifono Udokang, Tayaba Sarfraz, Olalekan John Okesanya, Jerico Bautista Ogaya, Don Eliseo Lucero-Prisno

“…Findings demonstrate that quality management and efficient leadership are critical for a successful pre-accreditation and post-accreditation process, indicating the dual focus as the main strategy to ensure Somaliland’s medical laboratories meet global standards of excellence in terms of diagnostic accuracy, operational efficiency, patient outcomes, resilience and sustainability. …”
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Evaluation of Time-Domain Acoustic Signature in TIG Welding of 5083 Aluminum Alloy: A Methodological Comparison of Feature Reduction Approaches by V M Gautham, A Sumesh, E V Jithin, K Rameshkumar, Dinu Thomas Thekkuden

“…In the present study, a machine learning model was developed to identify weld conditions such as good weld, porosity, and burn-through in TIG welding of aluminium alloy. Process parameters, including welding current, weld speed, wire speed, gas flow rate, and root gap, are varied to get the desired welding condition. …”
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Agricultural Greenhouse Extraction Based on Multi-Scale Feature Fusion and GF-2 Remote Sensing Imagery by Yuguang Chang, Xiaoyu Yu, Xu Yang, Zhengchao Chen, Pan Chen, Xuan Yang, Yongqing Bai

“…To enhance geometric consistency, a post-processing strategy is introduced, combining connected component analysis and morphological operations to suppress noise and refine boundary shapes. …”
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Cheese Analogues, an Alternative to Dietary Restrictions and Choices: The Current Scenario and Future by Ingrid Leal, Paulo Correia, Marina Lima, Bruna Machado, Carolina de Souza

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Ablation Lesion Assessment with MRI by Lluís Mont, Ivo Roca-Luque, Till F Althoff

“…Despite holding great promise, the widespread use of LGE-MRI is still limited by the absence of standardised protocols for image acquisition and post-processing. In particular, reproducibility across different centres is impeded by inconsistent thresholds and internal references to define fibrosis. …”
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LITP-GAN: Leaf image translation pipeline using DETR and GLA-Net considering the lesion area of plant disease by Ri Zheng, Jimin Lee, Helin Yin, Dong Jin, Yeong Hyeon Gu

“…LITP-GAN includes three stages: (Stage 1) Lesion area detection using DEtection TRansformer (DETR) to detect lesion areas, (Stage 2) Image translation via Global and Local Alignment Networks (GLA-Net) to generate diseased leaf images, and (Stage 3) Post-Processing using Seamless Cloning method for generating realistic images by minimizing visual inconsistencies. …”
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