A machine learning approach to predict positive coronary artery calcium scores in individuals with diabetes: a cross-sectional analysis of ELSA-Brasil baseline data by J.L. Amorim, I.M. Bensenor, A.P. Alencar, A.C. Pereira, A.C. Goulart, P.A. Lotufo, I.S. Santos

“…The best performer ML algorithm was the XGBoost Classifier (accuracy: 94.8%). …”
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Aerodynamic Optimization of Morphing Airfoil by PCA and Optimization-Guided Data Augmentation by Ao Guo, Jing Wang, Miao Zhang, Han Wang

“…However, other aircraft, such as Unmanned Aerial Vehicles (UAVs), may be expected to perform well at a wide range of flight conditions. …”
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Time Domain Stress and Fatigue Life Evaluation for the Connector of a Floating Multi-Body in Waves by Total Beam and Local Shell Analyses by Byoung Wan Kim, Sa Young Hong, Kangsu Lee

“…The total shell analysis for the connectors may be unrealistic. Beam analysis is more practical, but it cannot catch stress concentration in fixed parts. …”
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Clinical course and efficacy of antiretroviral therapy of combined bloodborne pathology: human immunodeficiency virus and chronic hepatitis C by L. A. Kravchenko

“…Objective: To study the main epidemiological, clinical and laboratory features of the manifestations and course of hepatitis C and HIV infection as a mixed pathology, development and substantiation of epidemiological diagnosis algorithm, treatment and prevention. Materials and Methods. …”
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Characterization of key genes and immune cell infiltration associated with endometriosis through integrating bioinformatics and experimental analyses by Ying Peng, Xiangdong She, Ying Peng

“…This study aims to identify key genes and screen drugs that may contribute to EM treatment. Methods The differentially expressed genes (DEGs) were identified using limma analysis in the GSE11691 dataset. …”
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Patterns and variability of projected bioclimatic habitat for Pinus albicaulis in the Greater Yellowstone Area. by Tony Chang, Andrew J Hansen, Nathan Piekielek

“…For the sub-alpine species whitebark pine (Pinus albicaulis), warming temperatures may indirectly result in loss of suitable bioclimatic habitat, reducing its distribution within its historic range. …”
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Bayesian FDOA Positioning with Correlated Measurement Noise by Wenjun Zhang, Xi Li, Yi Liu, Le Yang, Fucheng Guo

“…In this scenario, time difference of arrival (TDOA) measurements are not normally useful because they may have large errors due to the received signal having a small bandwidth. …”
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Exploring the comorbidity mechanisms of ITGB2 in rheumatoid arthritis and membranous nephropathy through integrated bioinformatics analysis by Wenlong Cao, Yuqin Wang, Jing Xiong

“…Topology analysis and the random forest algorithm were applied to identify hub genes. The single-sample Gene Set Enrichment Analysis method was used to assess immune infiltration. …”
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Optimal Dual Control Strategy for Multi-Interconnected Microgrids Under Unintentional Islanding and Fault Scenarios by H. K. Shaker, Ines Mahmoud, Magdi A. Mosa, K. M. Abdel-Latif, A. A. Ali, H. E. Keshta

“…Conventional fixed-parameter linear controllers such as PI and droop controllers are widely used in MG applications; however, they may not be efficient at rejecting disturbances to MGs. …”
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Social network heterogeneity promotes depolarization of multidimensional correlated opinions by Jaume Ojer, Michele Starnini, Romualdo Pastor-Satorras

“…We test this hypothesis by designing a rewiring algorithm that increases the structural heterogeneity of the underlying network, showing that the depolarization threshold decreases. …”
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Neural Dynamics during Resting State: A Functional Magnetic Resonance Imaging Exploration with Reduction and Visualization by Wei Li, Miao Wang, Wen Wen, Yue Huang, Xi Chen, Wenliang Fan, The Alzheimer's Disease Neuroimaging Initiative

“…Meanwhile, the rotary period at band slow 4 may be a physiological marker for AD, and studies of this frequency band may be useful for understanding the potential pathophysiology of AD and ultimately facilitate characterization and auxiliary diagnosis of AD.…”
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Dietary and health risk behaviors for metabolic diseases in different age groups: a cross-sectional study in Chongqing, China by Haihang Qin, Mei Zhao, Tingting Wu, Sili Zhu, Yanwen Qiao, Xun Lei, Weiwei Liu, Rong Sun

“…Poor dietary behaviors such as meat-based diet, greasy and salty dietary taste, may increase risk, particularly among young adults. …”
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Real-World Application of Digital Morphology Analyzers: Practical Issues and Challenges in Clinical Laboratories by Hanah Kim, Mina Hur, Giuseppe d’Onofrio, Gina Zini

“…However, recognizing rare and dysplastic cells remains challenging due to variable algorithmic performances, which affect diagnostic reliability. …”
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AMC With a BP-ANN Scheme for 5G Enhanced Mobile Broadband by Li-Sheng Chen, Wei-Ho Chung, Ing-Yi Chen, Sy-Yen Kuo

“…Consequently, parameter information returned from the receiving end may be inaccurate and the radio link is affected by interference, which may impede the reliability of data transmission and reduce spectrum efficiency. …”
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An Investigation in Analyzing the Food Quality Well-Being for Lung Cancer Using Blockchain through CNN by Mohamed Abdelkader Aboamer, Mohamed Yacin Sikkandar, Sachin Gupta, Luis Vives, Kapil Joshi, Batyrkhan Omarov, Sitesh Kumar Singh

“…Findings suggested that a larger number of epochs improve the CNN accuracy; however, when more than 12 epochs are considered, the accuracy may decrease. A greater pixel/resolution also improves the accuracy of cancer and food image detection. …”
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Trade credit management in wholesale companies based on statistical methods by E. V. Ermakova

“…As a result, the possibility of due repayment may be evaluated and the payment delay may be selected according to individual customers’ characteristics. …”
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Lung lesions caused by vaping: new challenges and new solutions (literature review) by L. Yu. Palmova, A. R. Zinnatullina, E. V. Kulakova

“…Significant difficulties in verifying vape-associated lesions may occur during the rise in the incidence of influenza and COVID-19, both of which may manifest similarly or even simultaneously with EVALI. …”
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Blockchain-Assisted Verifiable and Multi-User Fuzzy Search Encryption Scheme by Xixi Yan, Pengyu Cheng, Yongli Tang, Jing Zhang

“…Locality-sensitive hashing and bloom filters are used to realize multi-keyword fuzzy search, and the bigram segmentation algorithm is optimized for keyword conversion to improve search accuracy. …”
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A practical guide to UAV-based weed identification in soybean: Comparing RGB and multispectral sensor performance by Kelvin Betitame, Cannayen Igathinathane, Kirk Howatt, Joseph Mettler, Cengiz Koparan, Xin Sun

“…These results show that both sensor's performances were similar, but the less expensive RGB sensor may be better suited precision agriculture at all scales.…”
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Optimizing miRNA-module diagnostic biomarkers of gastric carcinoma via integrated network analysis. by Fengbin Zhang, Wenjuan Xu, Jun Liu, Xiaoyan Liu, Bingjie Huo, Bing Li, Zhong Wang

“…Several microRNAs (miRNAs) have been suggested as novel biomarkers for diagnosing gastric cancer (GC) at an early stage, but the single-marker strategy may ignore the co-regulatory relationships and lead to low diagnostic specificity. …”
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