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    A Comprehensive Review of Artificial Intelligence-Based Algorithms for Predicting the Remaining Useful Life of Equipment by Weihao Li, Jianhua Chen, Sijuan Chen, Peilin Li, Bing Zhang, Ming Wang, Ming Yang, Jipu Wang, Dejian Zhou, Junsen Yun

    Published 2025-07-01
    “…By furnishing a meticulous and holistic understanding of the traits of various AI algorithms and their contextual applicability, this study aspires to facilitate the attainment of optimal application outcomes in the realm of equipment RUL prediction.…”
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    Traffic environment perception algorithm based on multi-task feature fusion and orthogonal attention by Zhengfeng LI, Mingen ZHONG, Yihong ZHANG, Kang FAN, Zhiying DENG, Jiawei TAN

    Published 2025-06-01
    “…Through experimental evaluations conducted on the BDD100k public dataset, MTEPN achieved impressive results, with an average mean average precision (mAP) of 79.4% for vehicle target detection and an average intersection-over-union (mIoU) of 92.4% for pixels extracted from the drivable area. …”
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    Open-source phantom with dedicated in-house software for image quality assurance in hybrid PET systems by Carmen Salvador-Ribés, Carina Soler-Pons, María Jesús Sánchez-García, Tobias Fechter, Consuelo Olivas, Irene Torres-Espallardo, José Pérez-Calatayud, Dimos Baltas, Michael Mix, Luis Martí-Bonmatí, Montserrat Carles

    Published 2025-04-01
    “…CT calibration-curve averaged over time was $$\text{HU}=(951\pm 12)\times \text{density}-(944\pm 15)$$ HU = ( 951 ± 12 ) × density - ( 944 ± 15 ) with variability of slope and y-intercept of (CoVd = 0.4%, CoVm = 1.2%) and (CoVd = 0.4%, CoVm = 1.6%), respectively. …”
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