Multiscale Feature-Enhanced Water Body Detector of Truncated Gaussian Clutter in SAR Imagery by Bo Zhu, Yuli Xia, Yongsheng Zhou, Xiaoning Lv, Minqin Liu

“…Based on metrics of accuracy, <italic>F</italic>1, and mean of intersection over union, TGCFeWD achieves the best performance (92.4&#x0025;, 82.4&#x0025;, and 80.1&#x0025; for all data with five water body types) compared to several traditional methods, and even outperforms some neural-network-based methods in certain scenarios. …”
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Construction of Multi-Scale Fusion Attention Unified Perceptual Parsing Networks for Semantic Segmentation of Mangrove Remote Sensing Images by Xin Wang, Yu Zhang, Wenquan Xu, Hanxi Wang, Jingye Cai, Qin Qin, Qin Wang, Jing Zeng

“…The experimental results demonstrate that our approach achieved a mean Intersection over Union (mIoU) of 94.54% and a mean Pixel Accuracy (mPA) of 97.14% on the MSSDBG dataset, significantly outperforming existing methods. …”
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Exploring the prognostic role of microbial and genetic markers in lung squamous cell carcinoma by Fan Yang, Xiaodong Jia, Zihuan Ma, Siyao Liu, Chunzi Liu, Dan Chen, Xiuju Wang, Niansong Qian, Hui Ma

“…Furthermore, hub mRNA between high- and low-risk groups were selected by XGBOOST and intersect with mRNAs screened by univariate Cox regression analysis, finally identifying four mRNA significantly associated with LUSC prognosis. …”
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Mechanism of Cordyceps Cicadae in Treating Diabetic Nephropathy Based on Network Pharmacology and Molecular Docking Analysis by Yi Qian, Xin Sun, Xin Wang, Xin Yang, Mengyao Fan, Jiao Zhong, Zejun Pei, Junping Guo

“…The network of active components and targets was drawn by Cytoscape 3.6.0, the protein-protein interaction (PPI) was analyzed by the STRING database, and the DAVID database was used for the enrichment analysis of intersection targets. Molecular docking studies were finished by Discovery Studio 3.5. …”
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Evaluating Long-Term Strength and Time to Failure of Sandstone with Different Initial Damage by Rongbin Hou, Yanke Shi, Leige Xu, Jinwei Fu, Kai Zhang

“…., the isochronous stress-strain curve method, the steady creep discriminated method, the volumetric strain inflexion point determined method, and the intersection of the steady creep rate method). The results show that, with the increase in the initial damage, the LTS of rock decreases and the relationship between the initial damage and the LTS of rock can be described as a linear function. …”
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Bridging the Gap: Misaligned Perceptions of Urban Agriculture and Health Between Planning and Design Experts and Urban Farmers in Greater Lomé, Togo by Akuto Akpedze Konou, Kossiwa Zinsou-Klassou, Pablo Txomin Harpo De Roulet, Armel Firmin Kemajou Mbianda, Jérôme Chenal

“…Beyond land tenure, UA also intersects with significant health concerns, as it contributes to food security, nutrition, and urban environmental health. …”
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Senses of justice after managed retreat in New York city by Veronica Olivotto, Veronica Olivotto, Katinka Wijsman, Timon McPhearson, Timon McPhearson, Timon McPhearson

“…This study analyzes ongoing and intersectional conditi ons of residents’ flood vulnerability. …”
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Astrocytic HIV-1 Nef Expression Decreases Glutamate Transporter Expression in the Nucleus Accumbens and Increases Cocaine-Seeking Behavior in Rats by Jessalyn Pla-Tenorio, Bethzaly Velazquez-Perez, Yainira Mendez-Borrero, Myrella L. Cruz, Marian T. Sepulveda-Orengo, Richard J. Noel

“…Background/Objectives: Cocaine use disorder is an intersecting issue in populations with HIV-1, further exacerbating the clinical course of the disease and contributing to neurotoxicity and neuroinflammation. …”
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Seismic Imaging of Halokinetic Sequences and Structures With High‐Resolution, Dual‐Element Acquisition, and Processing: Applications to the Gassum Structure in Eastern Jutland, Den... by M. Westgate, K. Kucinskaite, E. Konstantinidis, A. Malehmir, M. Papadopoulou, U. Gregersen, M. Keiding, M. Bjerager

“…However, the presence of faults intersecting these formations raises concerns regarding long‐term storage stability. …”
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Improving Road Semantic Segmentation Using Generative Adversarial Network by Arnick Abdollahi, Biswajeet Pradhan, Gaurav Sharma, Khairul Nizam Abdul Maulud, Abdullah Alamri

“…In experiments conducted on the Massachusetts road image dataset, the proposed approach achieves 91.54&#x0025; precision and 92.92&#x0025; recall, which correspond to a Mathews correlation coefficient (MCC) of 91.13&#x0025;, a Mean intersection over union (MIOU) of 87.43&#x0025; and a F1-score of 92.20&#x0025;. …”
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From deliberation to acclamation: how did Twitter’s algorithms foster polarized communities and undermine democracy in the 2020 US presidential election by Gustavo Morales, Gustavo Morales, Augusto Salazar, Diego Puche

“…The analysis reveals how algorithmically driven virtual interactions create a “mixed reality,” where virtual and real-world dynamics intersect, leading to increased polarization and the erosion of democratic deliberation. …”
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Thy1-YFP: an effective tool for single cell tracing from neuronal progenitors to mature functionally active neurons by Ante Plećaš, Katarina Kapuralin, Leonarda Grandverger, Dinko Mitrečić, Ivan Alić

“…Terminal Points and Sholl Intersections in YFP positive/MAP2 positive neurons compared to YFP negative/MAP2 positive neurons. …”
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Control System of Fire Rescue Robot for High-Rise Building Design by Junfang Yu

“…Robot fire detection method involves obtaining the video image of the fire detection area through a high-definition camera, performing image preprocessing on the current frame image of the video in the robot operating system to obtain the image; and performing the flame area segmentation based on the Ohta color space and the Otsu threshold segmentation algorithm on the image, to obtain the segmented image; through the interframe difference method, the preprocessed image of the previous frame is subtracted from the current frame image and the moving area of the image is segmented to obtain the segmented image; the obtained segmented image is combined with the segmented image in the robot operating system and images are intersected to obtain a segmented image with the characteristics of flame motion; based on other characteristics of the flame, flame recognition is performed on the area in the segmented image. …”
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Vehicle Detection Algorithm Based on Embedded Video Image Processing in the Background of Information Technology by Rui Liang, Gaoqing Ji

“…To further improve the intelligent traffic system, provide accurate data information for all departments, and improve the traffic situation, this study, based on video image processing technology, combined with the three-frame difference algorithm, calculates and studies the data of illegal parking at a certain intersection. The calculated false detection rates for Y2 are 1.1%, 0.9%, and 2.4%, and the leakage rates for Y1 are 2.4%, 1.9%, and 4.7%, respectively. …”
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Advancing Pandemic Preparedness in Healthcare 5.0: A Survey of Federated Learning Applications by Saeed Hamood Alsamhi, Ammar Hawbani, Alexey V. Shvetsov, Santosh Kumar

“…The intersection of Federated Learning (FL) and Healthcare 5.0 promises a transformative shift towards a more resilient future, particularly concerning pandemic preparedness. …”
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A Comprehensive Analysis for the Heterogeneous Effects on Driver Injury Severity in Single-Vehicle Passenger Car and SUV Rollover Crashes by Huiying Wen, Zuogan Tang, Yuchen Zeng, Kexiong Zhang

“…Several other factors with fixed parameters were found to be associated with driver injury severity in single-vehicle passenger car or SUV rollover crashes, most notably: ejection or partial ejection, turning left, intersection, August, adverse weather conditions, and night with light. …”
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Unpacking gendered dynamics in livestock vaccination: Toward more inclusive health strategies by Kaylee A. Byers, Sarah J. Robinson, Lara Hollmann, B. Amarachi Ezeocha, Julia H. Smith, Salome A. Bukachi

“…By considering the intersection of human, animal, and environmental health, this review highlights structural inequities in vaccine distribution and access, the impact of gender roles on decision making and participation in vaccination programs, and the broader implications for animal health and community wellbeing. …”
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Comprehensive Bioinformatics Method to Explore Immune-Related Genes in the Pathogenesis of Myocardial Infarction by Xin Zhang, Yiren Yao, Ying Ding, Wenting Yan, Yang Gu, Xiwen Zhang, Xiaojin Xu

“…From the PPI network of these genes, four core genes were initially recognized, and WGCNA further identified 13 genes. Intersection analysis finalized the identification of S100A12 and BCL6 as key biomarkers. …”
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Hypoxia and lipid metabolism related genes drive proliferation migration and immune infiltration mechanisms in colorectal cancer subtyping by Shansong Huang, Huiying Wang, Jiaqing Cao, Qiang Pang

“…Differential expression analysis using the TCGA-COAD and GEO databases identified 117 HLPGs through the intersection of the two gene sets. After univariate Cox regression analysis, 17 prognostically relevant HLPG were identified. …”
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Study on the safety distance determination model for natural gas wells in Ordos Basin subsidence areas of coal mining by Wen Wang, Yang Zhang, Shuang Gong, Junqi Lei, Jiandong Ren, Yanxiong Ding, Xiaowei Lu

“…Abstract To optimize the safe distance between coal mining faces and natural gas wells, with the Ordos Basin as the engineering background for the intersectional development of natural gas and coal resources, a Gaussian function equation for subsidence curves under complete mining was proposed based on the probability integral method, and a model was constructed to determine the coordinated mining safety distance between coal mining faces and natural gas wells. …”
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