Research status and development trends of dust concentration monitoring technology by ZHANG Yongqi, WANG Jie, ZHOU Yuhao, YANG Junni, DENG Bin

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Network Pseudohealth Information Recognition Model: An Integrated Architecture of Latent Dirichlet Allocation and Data Block Update by Jie Zhang, Pingping Sun, Feng Zhao, Qianru Guo, Yue Zou

“…The research results show that (1) the LDA model can deeply mine the semantic information of network pseudohealth information, obtain the features of document-topic distribution, and classify and train topic features as input variables; (2) the dataset partitioning method can effectively block data according to the text attributes and class labels of network pseudohealth information and can accurately classify and integrate the block data through the data block reintegration method; and (3) considering that the combination model has certain limitations on the detection of network pseudohealth information, the support vector machine (SVM) model can extract the granularity content of data blocks in pseudohealth information in real time, thus greatly improving the recognition performance of the combination model.…”
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COVID-Inconfidentes - SARS-CoV-2 seroprevalence in two Brazilian urban areas in the fourth quarter 2020: study protocol and initial results by Adriana Lúcia Meireles, Luciano Garcia Lourenção, Luiz Antônio Alves de Menezes-Júnior, Hillary Nascimento Coletro, Irene Carolina Sousa Justiniano, Samara Silva de Moura, Amanda Popolino Diniz, Thaís da Silva Sabião, Ana Maria Sampaio Rocha, Aline Priscila Batista, Nara Nunes Lage, Bárbara dos Santos Simões, Carolina Ali Santos, Raquel de Deus Mendonça, Amanda Cristina de Souza Andrade, Keila Furbino Barbosa, Cássio Zumerle Masioli, Júlia Cristina Cardoso Carraro, Mariana Carvalho de Menezes, Renata Cristina Rezende Macedo Nascimento, Leonardo Roever, Waleska Teixeira Caiaffa, George Luiz Lins Machado Coelho

“…A household survey was conducted between October and December 2020, in two historic cities of Brazil's mining region. Anti-SARS-CoV-2 antibody was detected using the Wondfo® rapid test. …”
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A Highly Sensitive SPR Refractive Index Sensor Based on Microfluidic Channel Assisted With Graphene-Ag Composite Nanowire by Akhilesh Pathak, Charusluk Viphavakit, B. M. A. Rahman, Vinod Singh

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Thyroid-stimulating hormone and thyroid hormone levels in association with occupational hazards in male coal miners by Yingshi DAI, Yingjun CHEN, Yingqi LUO, Yanhui LIU, Liuquan JIANG, Fan YANG, Gaisheng LIU, Qingsong CHEN

“…ObjectiveTo investigate the associations between occupational hazard exposure and thyroid-stimulating hormone (TSH) and thyroid hormone levels in male coal mine workers. MethodsA cross-sectional study design was adopted. …”
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Causal knowledge graph construction for enterprise innovation events in the digital economy and its application to strategic decision-making by Pengfei Wu, Bingtao Xu, Xuhan Zhang

“…Our method first extracts enterprise-related events using neural language models, then identifies causal links between events with a specialized classifier, and finally integrates these into a knowledge graph that can support strategic decision-making. …”
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HETEROZYGOUS PATHOGENIC MASP2 VARIANT ASSOCIATED WITH INFANTILE GIANT CELL HEPATITIS WITH AUTOIMMUNE HAEMOLYTIC ANAEMIA IN A CHILD by Merve Sarıtaş, Sinem Fırtına, Süheyla Ocak, Ayça Kıykım, Zeynep Ocak, Begüm Işıkgil, Müge Sayitoğlu

“…An in-house data analysis pipeline was applied to deter mine familial segregation using Sanger sequencing. …”
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The impact of targeted therapies on molecular alterations identified by an institutional molecular tumor board: an approach based on ESCAT classification by K. Rahmani Narj Abadi, C. Dupain, I. Guillou, R. Sanchez, K. Nedara, G. Marret, S. Hescot, M-P. Sablin, Z. Castel-Ajgal, C. Neuzillet, E. Borcoman, D. Bello Roufai, M. Rodrigues, A. Asnacios Lecerf, C. Callens, O. Trabelsi-Grati, S. Melaabi, K. Driouch, S. Antonio, E. Lemaitre, M. Nijnikoff, A. Vincent Salomon, Y. Allory, J. Cyrta, H. Ghazelian, E. Girard, N. Servant, D. Stoppa-Lyonnet, J. Wong, A. Hamza, J. Masliah-Planchon, M. Kamal, I. Bièche, C. Le Tourneau

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The Roles of Transcrustal Magma- and Fluid-Conducting Faults in the Formation of Mineral Deposits by Farida Issatayeva, Auez Abetov, Gulzada Umirova, Aigerim Abdullina, Zhanibek Mustafin, Oleksii Karpenko

“…At hydrocarbon fields, they play extremely important roles in conductive and convective heat, as well as in mass transfer to the area of hydrocarbon generation, determining the relationship between the processes of lithogenesis and tectogenesis, and activating the generation of hydrocarbons from oil and gas source rock. Detection of TCMFCFs was carried out using MMSS (the method of microseismic sounding) and MTSM (the magnetotelluric sounding method), in combination with other geological and geophysical data. …”
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Associated minerals in chrysotile deposits and their potential health risks by Eric J. Chatfield

“…An asbestiform variety of the pyroxene diopside was detected in chrysotile from the Balangero mine in Italy. …”
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IFN-α-2b Reduces Postoperative Arthrofibrosis in Rats by Inhibiting Fibroblast Proliferation and Migration through STAT1/p21 Signaling Pathway by Zhendong Liu, Zhehao Fan, Rui Wang, Xiaolei Li, Hui Chen, Jingcheng Wang

“…The inhibitory effect of IFN-α-2b on fibroblast proliferation and migration in vitro was detected by cell counting kit-8 (CCK-8), immunofluorescence analysis, cell cycle test, EdU assay, wound healing test, and Transwell method, and the analysis results were verified by Western blotting method. …”
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Space-scale exploration of the poor reliability of deep learning models: the case of the remote sensing of rooftop photovoltaic systems by Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint-Drenan, Philippe Blanc

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GCBAM-UNet: Sun Glare Segmentation Using Convolutional Block Attention Module by Nabila Zrira, Anwar Jimi, Mario Di Nardo, Issam Elafi, Maryam Gallab, Redouan Chahdi El Ouazzani

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Extra-aural disorders in patients with acoustic trauma who were in the zone of the antiterrorist operation. by T. A. Shidlovs’ka, L. G. Petruk

“…Diencephalic structures irritation was detected in 54,2%, stem-diencephalic - in 30,5% of cases. …”
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Artificial Intelligence: The Strategy of Financial Risk Management by A. Kumar, A Kumar, S. Kumari, S. Kumar, N. Kumari, A. K. Behura

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Comprehensive influence evaluation algorithm of complex network nodes based on global-local attributes by Weijin JIANG, Ying YANG, Tiantian LUO, Wenying ZHOU, En LI, Xiaowei ZHANG

“…Mining key nodes in the network plays a great role in the evolution of information dissemination, virus marketing, and public opinion control, etc.The identification of key nodes can effectively help to control network attacks, detect financial risks, suppress the spread of viruses diseases and rumors, and prevent terrorist attacks.In order to break through the limitations of existing node influence assessment methods with high algorithmic complexity and low accuracy, as well as one-sided perspective of assessing the intrinsic action mechanism of evaluation metrics, a comprehensive influence (CI) assessment algorithm for identifying critical nodes was proposed, which simultaneously processes the local and global topology of the network to perform node importance.The global attributes in the algorithm consider the information entropy of neighboring nodes and the shortest distance nodes between nodes to represent the local attributes of nodes, and the weight ratio of global and local attributes was adjusted by a parameter.By using the SIR (susceptible infected recovered) model and Kendall correlation coefficient as evaluation criteria, experimental analysis on real-world networks of different scales shows that the proposed method is superior to some well-known heuristic algorithms such as betweenness centrality (BC), closeness centrality (CC), gravity index centrality(GIC), and global structure model (GSM), and has better ranking monotonicity, more stable metric results, more adaptable to network topologies, and is applicable to most of the real networks with different structure of real networks.…”
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Indoor positioning systems provide insight into emergency department systems enabling proposal of designs to improve workflow by Marius Huguet, Canan Pehlivan, François Ballereau, Antoine Dodane-Loyenet, Franck Fontanili, Thierry Garaix, Youri Yordanov, Vincent Augusto, Karim Tazarourte, Abdesslam Redjaline

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Evaluation of macula and optic disc changes in human immunodeficiency virus-infected patients without infectious retinopathy by optical coherence tomography angiography by Çağlar Bildirici, Mine Ozturk, Gülsah Tunçer

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Alteration of Cytokine Profiles in Uranium Miners Exposed to Long-Term Low Dose Ionizing Radiation by Kun Li, YiShui Chen, XiaoLiang Li, ShuJie Lei, QingFeng Chen, JianXiang Liu, QuanFu Sun

“…The aim of the study is to estimate the immune function through cytokine profiles in sera of uranium mines. Methods. Antibody arrays were used to detect 50 cytokines in sera of uranium miners. …”
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Microbial landscape of wounds in patients with combat trauma of extremities by Bubman L.I., Topolyanskaya S.V., Rachina S.A., Gladkih M.A., Usova T.V., Karpov V.V., Molochnikov A.Yu., Nechaev A.I., Khan S.O., Emomadov A.M., Zakharov N.S., Kharchenko E.I., Lytkina K.A., Marchenko I.P., Buriev I.M., Melkonyan G.G.

“…The wound samples were cultured on nutrient media and microorganisms were identified in accordance with standard methods and procedures. Results. According to the results of microbiological analysis of wound samples, the growth of microorganisms was detected in 91.5% of patients. …”
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