Evolutionary Patterns of Collagen Fiber Arrangement and Calcification in Atherosclerosis by Chunyang Ma, Zhenzhen Jia, Shuaiyin Liu, Xiangyi Liao, Hongyan Kang, Xufeng Niu, Yubo Fan

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RT-DETR-EVD: An Emergency Vehicle Detection Method Based on Improved RT-DETR by Jun Hu, Jiahao Zheng, Wenwei Wan, Yongqi Zhou, Zhikai Huang

“…Specifically, compared to the baseline RT-DETR-r18 model, RT-DETR-EVD reduces parameter count to 14.5 M (a 27.1% reduction), lowers floating-point operations (FLOPs) to 49.5 G (a 13.2% reduction), and improves precision by 0.5%. …”
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Structure and oxygen saturation recovery of sparse photoacoustic microscopy images by deep learning by Shuyan Zhang, Jingtan Li, Lin Shen, Zhonghao Zhao, Minjun Lee, Kun Qian, Naidi Sun, Bin Hu

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Tumor-specific MHC-II guides anthracycline exemption and immunotherapy benefit in breast cancer by Zehao Wang, Yanhui Wang, Zhishuang Gao, Yue Zhou, Xiaoting Chen, Rui Xu, Yangsiyuan Zhao, Yi Zhang, Bingqiu Xiu, Jing Liu, Zhiming Shao, Shengmei Gu, Jingyan Xue, Jiong Wu

“…Results In eTNBC, high tsMHC-II expression predicted improved disease-free survival (DFS) and comparable overall survival (OS) with paclitaxel-carboplatin (PCb) versus anthracycline-sequential paclitaxel (EC-P), identifying tsMHC-II as a predictive marker for anthracycline exemption. …”
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Improve the projection of East China summer precipitation with emergent constraints by Huanhuan Zhu, Zhihong Jiang, Laurent Li, Wei Li, Sheng Jiang

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Integrating unsupervised domain adaptation and SAM technologies for image semantic segmentation: a case study on building extraction from high-resolution remote sensing images by Mengyuan Yang, Rui Yang, Min Wang, Haiyan Xu, Gang Xu

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Elemental Associations with Groundwater Nitrate in Northeastern Region of Saudi Arabia: Implications for Sustainable Water Management by Al Mamun

“…Future research should focus on elucidating factors influencing nitrate distribution in groundwater systems and developing more robust predictive models based on readily measurable water quality parameters.…”
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Factor structure and validation of the Motor Imagery Vividness Scale (MIV-S) by Nobuchika Yamaki

“…Exploratory factor analysis (EFA) identified a three-factor structure—Spatial and Temporal Imagery, Emotional and Motivational Imagery, and Sensory Clarity and Flow—explaining 38.6% of the total variance. …”
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Virtual Reality in Building Evacuation: A Review by Ming-Chuan Hung, Ching-Yuan Lin, Gary Li-Kai Hsiao

“…Future research should integrate VR with artificial intelligence and machine learning for predictive and adaptive evacuation models. Expanding VR applications to underrepresented groups, including individuals with disabilities and the elderly, and collaborating with policymakers and urban planners are vital for translating research into practice. …”
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A New Measurement Method for BDS Inter-Satellite Link Based on Co-Frequency Co-Time Full Duplex System by Hao Feng, Zhuo Yang, Hong Ma, Yiwen Jiao, Tao Wu, Hongbin Ma, Qimin Chen

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ODD-Net: a hybrid deep learning architecture for image dehazing by C. S. Asha, Abu Bakr Siddiq, Razeem Akthar, M. Ragesh Rajan, Shilpa Suresh

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The Integrated Analysis of Territorial Transformations in Inland Areas of Italy: The Link between Natural, Social, and Economic Capitals Using the Ecosystem Service Approach by Davide Marino, Antonio Barone, Angelo Marucci, Silvia Pili, Margherita Palmieri

“…These findings could help governmental institutions in developing sustainable governance models, in line with spatial policies and strategies.…”
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Machine learning-based analysis of defensive strategies in basketball using player movement data by Jianlong Li

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Temperature field study of LSAM-50 flexible base asphalt pavement by Yufeng Bi, Minghao Mu, Mengyu Guo, Wanyu Wu, Tingting Ding, Chengduo Qian, Deshui Yu, Yingjun Jiang, Hongjian Su

“…Although numerous studies on pavement temperature distribution and prediction models have been conducted both domestically and internationally, significant differences still exist in the temperature distribution of pavements with varying structures and materials, as well as in different regions and terrains.…”
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Integrating Geospatial Intelligence and Digital Transformation for Advancing Environmental Sustainability in Emerging EU Economies by Nicoleta Mihaela Doran, Gabriela Badareu, Marian Ilie Siminică

“…Environmental sustainability is assessed via greenhouse gas emissions and the share of renewable energy in total energy consumption, capturing critical spatial and ecological dynamics. Applying a generalized linear model, the results reveal that enhanced digital infrastructure and affordability contribute to emissions reduction, whereas increased user adoption correlates with higher energy demand and emissions. …”
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The influence of urban form on car travel following residential relocation: a current and retrospective study in Scottish urban areas by Lee Woods, Neil Ferguson

“…Spatial planning and policy continues to be used as a tool to bring about changes in travel behavior. …”
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Rolling Bearing Fault Diagnosis Based on SCNN and Optimized HKELM by Yulin Wang, Xianjun Du

“…A stochastic pooling layer, based on a Bernoulli distribution, was introduced to retain more spatial feature information while ensuring feature diversity. …”
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A Probabilistic Statistical Risk Assessment Method for Soil Erosion Using Remote Sensing Data: A Case Study of the Dali River Basin by Hao Zhao, Yuhui Cheng, Xiwang Zhang, Shiqi Yu, Mengwei Chen, Chengqiang Zhang

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Multi-Timescale Fault Interactions and Earthquakes: A Review by Mian Liu

“…Earthquake models are based on elastic rebound, which predicts cyclic stress accumulation and release on fault planes. …”
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Automated 3D defect inspection in shield tunnel linings through integration of image and point cloud data by Hongwei Huang, Shuyi Liu, Mingliang Zhou, Hua Shao, Qingtong Li, Phromphat Thansirichaisree

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