A human visual cognitive mechanism based network for surface defect detection(基于人类视觉认知机制的表面缺陷检测) by 崔丽莎(CUI Lisha), 代润鹏(DAI Runpeng), 姜晓恒(JIANG Xiaoheng), 李飞蝶(LI Feidie), 陈恩庆(CHEN Enqing), 徐明亮(XU Mingliang)

“…Additionally, the fusion branch introduces the feature preserving downsampling (FPD) module that employs patch merging technique, effectively alleviating the issue of minor defect information loss caused by traditional downsampling. HVCM-Net achieves superior detection performance on defect datasets GB-DET, NEU-DET, and DAGM2007 compared to other algorithms, demonstrating the effectiveness of the proposed method.…”
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Mixture density networks for re-constructing historical ocean-color products over inland and coastal waters: demonstration and validation by Sundarabalan V. Balasubramanian, Ryan E. O’Shea, Ryan E. O’Shea, Arun M. Saranathan, Arun M. Saranathan, Christopher C. Begeman, Christopher C. Begeman, Daniela Gurlin, Caren Binding, Claudia Giardino, Michelle C. Tomlinson, Krista Alikas, Kersti Kangro, Moritz K. Lehmann, Moritz K. Lehmann, Lisa Reed

“…Ocean color remote sensing tracks water quality globally, but multispectral ocean color sensors often struggle with complex coastal and inland waters. Traditional models have difficulty capturing detailed relationships between remote sensing reflectance (Rrs), biogeochemical properties (BPs), and inherent optical properties (IOPs) in these complex water bodies. …”
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Targeting NANOS1 in triple-negative breast cancer: synergistic effects of digoxin and PD-1 inhibitors in modulating the tumor immune microenvironment by Tangyi Wang, Yadian Lei, Jingwei Sun, Li Wang, Yuxin Lin, Zhijing Wu, Shoude Zhang, Chengzhu Cao, Chengzhu Cao, Chengzhu Cao, Haiyan Wang, Haiyan Wang, Haiyan Wang

“…Taraxacum officinale, commonly known as dandelion, has traditionally been used to treat breast-related diseases and is recognized for its beneficial composition and low side effects. …”
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A China dataset of soil properties for land surface modelling (version 2, CSDLv2) by G. Shi, W. Sun, W. Shangguan, Z. Wei, H. Yuan, L. Li, X. Sun, Y. Zhang, H. Liang, D. Li, F. Huang, Q. Li, Q. Li, Y. Dai

“…The results showed that the predicted maps were significantly more accurate and detailed compared to traditional soil type linkage methods (i.e. CSDLv1, the first version of the dataset), SoilGrids 2.0, and HWSD 2.0 products, effectively representing the spatial variation of soil properties across China. …”
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Innovación en sueño by Laura Vigil, Toni Zapata, Andrea Grau, Marta Bonet, Montserrat Montaña, María Piñar

“…This disorder affects one billion people worldwide and traditionally, diagnosis is based on polysomnography (PSG), a laborious method that requires specialized personnel. …”
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Clinical effect of Chinese medicine preparation at Shenque and Dazhui acupoints on relieving the symptoms of sleep disorders in patients with laryngocarcinoma (中药制剂贴敷神阙和大椎改善喉癌患者睡眠障... by SHI Wei (石炜), LIU Chunyan (刘春艳)

“…The patient sleep quality was measured by using Pittsburgh Sleep Quality Index (PSQI) before treatment, after treatment and during follow-up. The Traditional Chinese Medicine (TCM) syndrome score of insomnia was compared between two groups, and the complication was recorded during treatment and follow-up. …”
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Sub-THz channel measurement and hybrid channel modeling for indoor scenarios by WANG Yang, ZHOU Xue, ZHENG Xiangquan, LIAO Xi, ZHOU Xianrong, CHEN Qianbin

“…In response to the challenge posed by the limitations of traditional Quasi-Deterministic channel models in accurately characterizing the properties of indoor sub-THz channels, a Quasi-Deterministic hybrid channel modeling model for the sub-terahertz band was proposed. …”
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Association between red blood cell distribution width-to-albumin ratio and prognosis in post-cardiac arrest patients: data from the MIMIC-IV database by Yinhe Cai, Yinhe Cai, Yao Zhang, Yao Zhang, Ningzhi Zhou, Ningzhi Zhou, Yong Tang, Yong Tang, Haixia Zheng, Haixia Zheng, Hong Liu, Hong Liu, Jiahua Liang, Ruixiang Zeng, Shengqing Song, Yu Xia, Yu Xia

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Changes of Narrative: Osvald Sirén’s Photographic Modeling of Modern Research on Chinese Garden by Jiuwen GU, Yuanfeng SHI, Shan JIA

“…The localized images taken from different perspectives construct a distinct narrative language of gardens, an alternative spatial narrative language to the traditional garden narrative, accompanied by the emergence of an emerging research branch of garden space reading logic — a school of garden research based on modern iconography.ConclusionPhotographic interventions in garden space research were constrained by many technical conditions which posed substantial challenges to early photography. …”
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European Beech (Fagus sylvatica L.): Quasi-Virgin Forest Stand of the Gorgany Mts.: Structure, Vascular Plants Diversity, Health Conditions by Yuriy Shparyk, Ivan Danylyk, Oleksandr Kuzyarin, Ivan Senchak, Nazar Kruk

“…The studies were carried out using traditional forest inventory methods in permanent and temporary experimental plots. …”
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Super‐Enhancer‐Driven IRF2BP2 is Activated by Master Transcription Factors and Sustains T‐ALL Cell Growth and Survival by Juanjuan Yu, Zimu Zhang, Yanling Chen, Jianwei Wang, Gen Li, Yanfang Tao, Yongping Zhang, Yang Yang, Chenyue Zhang, Tiandan Li, Jia Cheng, Tongtign Ji, Zhongling Wei, Wenjuan Wang, Fang Fang, Wei Jiang, Peipei Chu, Hongli Yin, Di Wu, Xiaolu Li, Xiaodong Wang, Jun‐Jie Fan, Shaoyan Hu, Zhen‐Hong Zhu, Shuiyan Wu, Jun Lu, Jian Pan

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Exploring Future Pandemic Preparedness Through the Development of Preventive Vaccine Platforms and the Key Roles of International Organizations in a Global Health Crisis by Jihee Jeon, Eunyoung Kim

“…It should include a balanced investment in both novel technologies such as mRNA and viral vector-based vaccines and traditional platforms. The goal is to develop vaccine platform technologies that can be applied to emerging infectious diseases efficiently and increase manufacturing and distribution capabilities for future pandemics. …”
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Contribution of flood early warning response measures in reducing flood effects in Kilosa District, Tanzania by Japhet Ringo, Shadrack Sabai, Anesi Mahenge

“…This can be achieved by building community capacity to use a variety of traditional channels and tools including drums, whistles and cow horns. …”
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3D-printed constructs deliver bioactive cargos to expedite cartilage regeneration by Rong Jiao, Xia Lin, Jingchao Wang, Chunyan Zhu, Jiang Hu, Huali Gao, Kun Zhang

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Climate model downscaling in central Asia: a dynamical and a neural network approach by B. Fallah, B. Fallah, M. Rostami, M. Rostami, E. Russo, P. Harder, C. Menz, P. Hoffmann, I. Didovets, F. F. Hattermann, F. F. Hattermann

“…The scientific community interested in downscaling CMIP6 models could use our downscaling data, and the CNN architecture offers an alternative to traditional dynamical and statistical methods.</p>…”
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Application of gastrointestinal decompression method in determining tip position of the triple-lumen nasointestinal tube in critically ill patients (胃肠减压法在危重症患者三腔鼻肠管位置判断中的应用)... by WANG Zhimin (王志民), LI Xuejing (李雪晶), QIAO Shouang (乔首昂)

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<i>Cichorium intybus</i> L. Oligo-Polysaccharides (CIO) Exerts Antianxiety and Antidepressant Effects on Mice Experiencing Behavioral Despair and Chronic Unpredicted Mild Stress by Yanqin Luo, Xueyi Bei, Yiwen Zhang, Xinran Sun, Yongzhi Zhao, Fang Chen, Ruile Pan, Qi Chang, Qinghu He, Xinmin Liu, Ning Jiang

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New design paradigm for federated edge learning towards 6G:task-oriented resource management strategies by Zhiqin WANG, Jiamo JIANG, Peixi LIU, Xiaowen CAO, Yang LI, Kaifeng HAN, Ying DU, Guangxu ZHU

“…Therefore, bandwidth allocation between devices should consider both channel conditions and computing resources, which is completely different from the traditional bandwidth allocation work that only considers channel conditions. …”
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Thymosin alpha 1 in the prevention of infected pancreatic necrosis following acute necrotising pancreatitis (TRACE trial): protocol of a multicentre, randomised, double-blind, plac... by Tao Chen, Jing Zhou, Jianfeng Tu, Weiqin Li, XinTing Pan, Wenjian Mao, Lu Ke, Wenhua He, Miao Chen, Chengjian He, Weili Gu, Jingyi Wu, Jingchun Song, Haibin Ni, Junli Sun, Guoxiu Zhang, Weiwei Chen, Bing Xue, Xiangyang Zhao, Min Shao, Yuxiu Liu, Zhihui Tong

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The Anisotropic Time-Dependent Properties and Constitutive Model Analysis of Carbonaceous Slate with Different Foliation Angles by Yuanguang Zhu, Xuanyao Wang, Bin Liu, Haoyuan Xue

“…To further validate the FNC model, a comparison is made with the traditional Nishihara model. The <i>R</i>² of the FNC model is larger than 0.965, which is higher than that of the Nishihara model (<i>R</i>² ≤ 0.911). …”
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