Performance for rotor system of hybrid electromagnetic bearing and elastic foil gas bearing with dynamic characteristics analysis under deep learning. by Xiangxi Du, Yanhua Sun

“…Increase of ambient pressure causes enhancement of main stiffness of the gas bearing, and the main damping decreases accordingly. Analysis of the classification accuracy and loss function based on the CNN model shows that the convolution kernel size of 7*1 and the batch size of 128 can realize the best performance of CNN in fault classification. …”
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Image quality assessment by Y. I. Golub

“…Quality assessment is an integral stage in the processing and analysis of digital images in various automated systems. …”
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Legal Means of Providing the Principle of Transparency of the Artificial Intelligence by Yu. S. Kharitonova

“…The principle of artificial intelligence transparency may be satisfied through elaboration and provision of the right of the data subject and the subject, to whom the decision made as a result of automated data processing is addressed, to reject using automated data processing in decision-making, and the right to object to the decisions made in such a way.Practical significance: is due to the actual absence of sufficient regulation of the principle of transparency of artificial intelligence and results of its functioning, as well as the content and features of the implementation of the right to explanation the right to objection of the decision subject. …”
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Integrating necroptosis into pan-cancer immunotherapy: a new era of personalized treatment by Yan Gao, Sheng Chen, Lei Li

“…MethodsA comprehensive pan-cancer analysis was performed using bulk RNA sequencing data to develop a necroptosis-related gene signature, termed Necroptosis.Sig. …”
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Prevalence of pulmonary dysfunction and its risk factors in patients with transfusion-dependent thalassaemia: protocol for a systematic review and meta-analysis by Xiao Liang, Min Wu, Yumei Huang, Yanfei Lu, Lingyuan Pan, Yongrong Lai, Rongrong Liu

“…We will include studies that involve TDT patients and report on the method of pulmonary function assessment, the proportion of pulmonary dysfunction and the analysis of risk factors for pulmonary dysfunction. …”
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Transcriptome Analysis of Ullrich Congenital Muscular Dystrophy Fibroblasts Reveals a Disease Extracellular Matrix Signature and Key Molecular Regulators. by Sonia Paco, Teresa Casserras, Maria Angels Rodríguez, Cristina Jou, Montserrat Puigdelloses, Carlos I Ortez, Jordi Diaz-Manera, Eduardo Gallardo, Jaume Colomer, Andrés Nascimento, Susana G Kalko, Cecilia Jimenez-Mallebrera

“…The expression data were integrated using a range of systems biology tools. …”
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Identifying potential biomarkers for early evaluating mechanical compression injuries to skeletal muscle through proteomic analysis: A rat model. by Huiyang Jia, Heng Zhang, Yan Liu, Jialiang Guo, Wei Chen, Yingze Zhang, Marius M Scarlat, Lin Liu, Zhiyong Hou

“…LC-MS/MS-4D-DIA quantitative proteomics technology was used to detect the plasma proteome profile of rats in different injury groups at 3 hours post-injury, followed by bioinformatics analysis for data decoding. Rats in the mild and severe injury groups exhibited completely different degrees of injury and prognosis. …”
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Length of stay in hospital and rehabilitation centers after stroke in Arab countries and Saudi Arabia: a systematic review and meta-analysis by Abdullah I. Alhusayni, Abdullah H. Alzahrani

“…CONCLUSION: These findings highlight the need to examine whether differences in LOS are associated with functional recovery and healthcare efficiency. However, substantial heterogeneity across studies and a lack of outcome data limit the interpretability of the results.…”
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Analysis of the physical fitness of students in accordance with the norms of the All-Russian sports complex «Ready for labor and defense» with regard to somatic type by E. Kharlamov, S. Orlova, O. Doycheva, E. Osipov, O. Aksenova

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Comprehensive analysis of lncRNA biomarkers in kidney renal clear cell carcinoma by lncRNA-mediated ceRNA network. by Ke Gong, Ting Xie, Yong Luo, Hui Guo, Jinlan Chen, Zhiping Tan, Yifeng Yang, Li Xie

“…Next, GO functional enrichment and KEGG pathway of differentially expressed mRNA related to lncRNA were performed. …”
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Bioinformatics of 1-aminocyclopropane-1-carboxylic acid synthase gene from eggplant and its expression analysis in response to adversity stresses by WAN Faxiang, WANG Lianzhen, GAO Jun

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Analysis of Association between Appendicular Skeletal Muscle Mass, Physical Performance and Mechanical Properties of Lower Extremity Muscles in Older Women by Gi-Chul Ha, Kun-Ho Lee

“…PURPOSE This study aimed to investigate the relationships among appendicular skeletal muscle mass (ASM), physical performance, and the mechanical properties of lower-extremity muscles in older women, with the goal of preventing physical functional decline due to aging and providing foundational data for sarcopenia management. …”
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Drug repositioning for pan-cancers of the digestive system: Identification of amonafide and BX795 as potential therapeutics via integrative Omics analysis. by Weidong Liu, Jiaying Gao, Shuqiang Ren, Buhe Nashun, Fei Gao

“…Functional enrichment analysis revealed nine common Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, with Cell Cycle being a significant shared pathway. …”
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Transcriptome Sequencing Analysis of the Effect of β-Elemene on Colorectal Cancer from the lncRNA-miRNA-mRNA Perspective by Heng Deng, Shuo Chen, Xiancang Yuan, Jun Zhang

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Characterizing stroke presenting to a regional referral hospital before and during the COVID-19 pandemic in Uganda: a retrospective analysis by Josephine Nambi Najjuma, Timothy Mwanje Kintu, Jane Nakibuuka, Mark Kaddumukasa, Scovia N. Mbalinda, Martin Kaddumukasa, Christopher Burant, Shirley Moore, Martha Sajatovic, Edwin Nuwagira

“…Data analysis was performed using R-Studio, employing descriptive statistics and inferential analyses to compare stroke characteristics and outcomes across the two periods. …”
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Temporally integrated single cell RNA sequencing analysis of PBMC from experimental and natural primary human DENV-1 infections. by Adam T Waickman, Heather Friberg, Gregory D Gromowski, Wiriya Rutvisuttinunt, Tao Li, Hayden Siegfried, Kaitlin Victor, Michael K McCracken, Stefan Fernandez, Anon Srikiatkhachorn, Damon Ellison, Richard G Jarman, Stephen J Thomas, Alan L Rothman, Timothy Endy, Jeffrey R Currier

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Systems-level analysis of NalD mutation, a recurrent driver of rapid drug resistance in acute Pseudomonas aeruginosa infection. by Jinyuan Yan, Henri Estanbouli, Chen Liao, Wook Kim, Jonathan M Monk, Rayees Rahman, Mini Kamboj, Bernhard O Palsson, Weigang Qiu, Joao B Xavier

“…Transcriptomics analysis confirmed the primary mechanism of NalD action-a loss-of-function mutation that caused constitutive overexpression of the MexAB-OprM efflux system-which lead to aztreonam resistance but, surprisingly, had no fitness cost in the absence of the antibiotic. …”
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Spatiotemporal Characteristics and Influencing Factors of PM_2.5 Levels in Lianyungang: Insights from a Multidimensional Analysis by Xue Li, Haihong He, Dewei Wang, Wenli Qiao, Chunli Liu, Yiming Sun, Lulu Li, Shuting Han, Guozhen Zha

“…Utilizing high-resolution PM_2.5 data from the ChinaHighPM_2.5 dataset and ERA5 meteorological data, the study employed Empirical Orthogonal Function (EOF) analysis to capture spatial variability and the Bayesian Estimator of Abrupt Change Seasonal and Trend (BEAST) to assess long-term trends and abrupt changes. …”
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Estimating the global health impact of gender-based violence and violence against children: a systematic review and meta-analysis protocol by Joht Singh Chandan, Emmanuela Gakidou, Jaidev Kaur Chandan, Nicholas Metheny, Mariam Khalil, Cory N Spencer, María Jose Baeza, Alexandra Debure, Molly Herbert, Teresa Jewell, Rachel Qian Hui Lim, Sonica Minhas

“…For exposure–outcome pairs with sufficient data, evidence will be synthesised via a meta-regression—Bayesian, regularised, trimmed model and confidence in the cumulative evidence assessed via the burden of proof risk function. …”
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Physical and psychological predictors for persistent and recurrent non-specific neck pain: a protocol for a systematic review and meta-analysis by Deborah Falla, Michael Mansfield, Janet Deane, Kanya Wongwitwichote, Cho Wai Geoffrey Yu

“…A random-effect meta-analysis will be conducted if methodological and clinical homogeneity is deemed satisfactory.Ethics and dissemination Ethical approval will not be required for this review as there is no primary data collection involving humans. …”
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