Cell typing of biological heart valves prosthesis explanated due to the development of calcium-associated dysfunctions by R. A. Mukhamadiyarov, N. V. Rutkovskaya, S. G. Rutkovskaya, Yu. N. Odarenko, I. V. Mil’to, L. S. Barbarash

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A novel oversampling method based on Wasserstein CGAN for imbalanced classification by Hongfang Zhou, Heng Pan, Kangyun Zheng, Zongling Wu, Qingyu Xiang

“…These techniques have proven to be excellent in addressing the class imbalance issue by capturing the distributional features of minority samples during training and generating high-quality new samples. …”
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Biocompatibility and features of degradation of polymer anti-adjection membranes with antibacterial activity by Yu. A. Kudryavtseva, A. Yu. Kanonykina, N. A. Efremova, V. A. Koshelev

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Results of preclinical trials in a sheep model of biodegradable small-diameter vascular grafts by L. V. Antonova, E. O. Krivkina, M. Yu. Khanova, E. A. Velikanova, V. G. Matveeva, А. V. Mironov, A. R. Shabaev, Е. A. Senokosova, T. V. Glushkova, M. Yu. Sinitsky, R. А. Mukhamadiyarov, L. S. Barbarash

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Ultrastructural mitral valve abnormalities in infective endocarditis by R. A. Mukhamadiyarov, A. G. Kutikhin

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Ethical standards for research on marine mammals by Vassili Papastavrou, Conor Ryan

“…Conducting marine mammal research can raise several important ethical issues. For example, the continuation of whaling for commercial purposes despite the international moratorium provides opportunities for scientists to obtain data and tissue samples. …”
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Polyvinyl alcohol improves resistance of epoxy-treated bovine pericardium to calcification in vitro by A. E. Kostyunin, M. A. Rezvova, T. V. Glushkova, D. K. Shishkova, A. G. Kutikhin, T. N. Akentieva, E. A. Ovcharenko

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Spatial Variation of Heavy Metals Concentration in the Drinking Water of Rajanpur by Mohsin Ali, Irfan Raza, Sajid Rashid Ahmed, Perveiz Khalid, Shahzada Khurram

“…Multiple locations exhibited water quality issues, surpassing both NEQ’S and WHO standards for Arsenic (41% of samples), Iron (68% of samples), and Fluoride (21% of samples) out of a total of 41 locations surveyed. …”
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Analyzing the Efficacy of Artificial Intelligence in Facilitating Medico-Legal Investigations and Enhancing Forensic Processes for Emergency Trauma Patients: A Systematic Review by Rajiv Ratan Singh, Sachin Kumar Tripathi, Azad Kumar Bharti, Pradeep Kumar Yadav

“…After careful analysis, a total of 4170 samples were identified. However, due to download issues, 3295 samples had to be excluded. …”
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Insight into the microbial diversity and community in the sacrificial pits of Sanxingdui site (Sichuan, China) by Ruru Chen, Zhenbin Xie, Qing Xiao, Chong Wang, Rui Wen

“…In term of the unique perspective for interpretation the archaeological issues, the study was carried out for: (1) the microbial diversity and community of soil in the lower layer of artifacts in sacrificial pits, (2) the potential biodeterioration behavior of organic and inorganic relics, and (3) the impact of sacrificial and burial activities in different sacrificial pits on microbiome.MethodsThere were 45 soil samples around different artifacts in three sacrificial pits and 12 raw soil samples inside or outside the sacrificial pit sampling from Sanxingdui site. …”
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Droplet digital polymerase chain reaction (ddPCR) assays integrated with an internal control for quantification of bovine, porcine, chicken and turkey species in food and feed. by Hanan R Shehata, Jiping Li, Shu Chen, Helen Redda, Shumei Cheng, Nicole Tabujara, Honghong Li, Keith Warriner, Robert Hanner

“…Reliable techniques are needed to monitor these issues. Droplet Digital PCR (ddPCR) assays were developed and evaluated for detection and quantification of bovine, porcine, chicken and turkey DNA in food and feed samples. …”
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Key for Identification of Landscape Turfgrass Diseases by P.F. Harmon, M.L. Elliott

“…The key helps narrow down potential disease problems and offers links to more specific diagnostic resources. For unresolved issues, consulting local extension offices or submitting samples to diagnostic clinics is recommended. …”
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Generative Adversarial learning with Negative Data Augmentation for Semi-supervised Text Classification by Shahriar Shayesteh, Diana Inkpen

“…Our experimental results demonstrate that the negative augmented samples improve the overall accuracy of our proposed model and make it more confident when detecting out-of-distribution samples.…”
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Challenge and Implementation of Content-Centric Networking by Xinggong Zhang, Tong Niu, Zongming Guo

“…CCN is communication architecture that takes content as a primitive,and retrieves content by name,not by host IP again.It builds on publish/subscribe and network-embedded caching with bandwidth-storage tradeoff.Since it is a clean-slate design,there are many issues to be explored.The concepts,characteristics,network model and recent advances of CCN were introduced.The challenges and some key issues CCN faced were also emphasized.In order to demonstrate the feasibility and implementations,two CCN system samples were also presented.…”
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UV/UV step-curing of optically clear acrylate adhesives for mobile devices by J-S. Kim, G-S. Shim, D. Baek, J-H. Back, S-W. Jang, H-J. Kim, J-S. Choi, J-S. Yeom

“…After secondary curing, only the samples cured at 0.6 J/cm2 showed small amounts of residual monomers, while the samples exposed to other UV energies showed very few residual monomers, implying that these samples were completely cured during the secondary curing step. …”
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La marchandisation du corps à l’épreuve des biobanques by Fabrice Colomb

“…The study also looks at the interlinkage between biobanks’ institutionalisation and issues relating to their operating costs. The paper ends by examining the pecuniary evaluation of biological samples.…”
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WLAN indoor positioning algorithm based on skewness-kurtosis testing by Zhen-long SONG, Gang-yi JIANG, Chao HUANG, Mei YU, Jia-le ZHANG

“…Focused on the issues that large positioning errors produced by the inconsistency of received signal strength (RSS)sample population distributions under indoor wireless local area network (WLAN),an indoor positioning algorithm based on skewness-kurtosis testing was proposed.By using the testing method of skewness and kurtosis,whether the RSS samples come from the normal population or not was checked.The distribution functions of the samples accepting null hypothesis were approximated with normal distribution,and the probability density functions of the samples refusing null hypothesis were estimated by kernel function.Experimental results show that the proposed algorithm leads to a 15 percent improvement over the previous methods.Moreover,the proposed algorithm can significantly reduce the workload of the off-line phase at the same positioning accuracy.…”
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LSTM-DQN-APF Path Planning Algorithm Empowered by Twins in Complex Scenarios by Ying Lu, Xiaodan Wang, Yang Yang, Man Ding, Shaochun Qu, Yanfang Fu

“…Finally, to tackle the issues of insufficient training sample size and simulation accuracy, this paper leverages a digital twin platform, utilizing a dual feedback mechanism from virtual and physical environments to generate a large number of complex urban scenario samples. …”
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Multi-Metric Fusion Hypergraph Neural Network for Rotating Machinery Fault Diagnosis by Jiaxing Zhu, Junlan Hu, Buyun Sheng

“…Effective fault diagnosis in rotating machinery means extracting fault features from complex samples. However, traditional data-driven methods often overly rely on labeled samples and struggle with extracting high-order complex features. …”
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