Intelligent fault diagnosis of rotating machinery based on improved hybrid dilated convolution network for unbalanced samples by Qianqian Zhang, Caiyun Hao, Ying Wang, Kun Zhang, Haitao Yan, Zhongwei Lv, Qiuxia Fan, Chan Xu, Lei Xu, Zhuang Wen, Weihuang Liu

“…The scaled exponential linear unit (SELU) is utilized to mitigate the significant suppression of the activation function on a few class samples. …”
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Reduced graphene oxide-based electrochemical aptasensor for the multiplexed detection of imidacloprid, thiamethoxam, and clothianidin in food samples by Asma Zaid Almenhali, Pandiyaraj Kanagavalli, Marwa Abd-Ellah, Salma Khazaal, Nada El Darra, Shimaa Eissa

“…The biosensor displayed excellent sensitivity compared with reported aptasensors and linear ranges from 0.01 ng/mL to 100 ng/mL for imidacloprid, thiamethoxam, and clothianidin. …”
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Optimizing Voice Sample Quantity and Recording Settings for the Prediction of Type 2 Diabetes Mellitus: Retrospective Study by Atousa Assadi, Jessica Oreskovic, Jaycee Kaufman, Yan Fossat

“…ObjectiveThis study aimed to determine the optimal number of voice samples and the ideal recording schedule (frequency and timing), required to maintain the T2DM diagnostic efficacy while reducing patient burden. …”
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A regression based approach to phylogenetic reconstruction from multi-sample bulk DNA sequencing of tumors. by Henri Schmidt, Benjamin J Raphael

“…<h4>Motivation</h4>DNA sequencing of multiple bulk samples from a tumor provides the opportunity to investigate tumor heterogeneity and reconstruct a phylogeny of a patient's cancer. …”
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Food insecurity is associated with poor mental health outcomes among a diverse sample of young adults by Natalie S. Poulos, Sarah A. Pitman, Cayley E. Velazquez, Keryn E. Pasch

“…Results: Among the analytic sample of 1041 young adults, nearly 70 % of participants identified as being food insecure in the last year. …”
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Shelf life of whole blood samples in a biobank and the yield of deoxyribonucleic acid during genetic testing by O. P. Skirko, A. N. Meshkov, I. A. Efimova, V. A. Kutsenko, A. V. Kiseleva, M. S. Pokrovskaya, O. V. Kurilova, E. A. Sotnikova, M. V. Klimushina, O. M. Drapkina

“…To analyze the association of blood storage time with the logarithm of DNA concentration, a linear regression was used.Results. The analysis included data on the DNA concentration of 5405 samples. …”
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SPAGRM: effectively controlling for sample relatedness in large-scale genome-wide association studies of longitudinal traits by He Xu, Yuzhuo Ma, Lin-lin Xu, Yin Li, Yufei Liu, Ying Li, Xu-jie Zhou, Wei Zhou, Seunggeun Lee, Peipei Zhang, Weihua Yue, Wenjian Bi

“…Abstract Sample relatedness is a major confounder in genome-wide association studies (GWAS), potentially leading to inflated type I error rates if not appropriately controlled. …”
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Construction of Multi-Sample Public Building Carbon Emission Database Model Based on Energy Activity Data by Yue Guo, Xin Zheng, Wei Wei, Yuancheng He, Xiang Peng, Fei Zhao, Hailong Wu, Wenxin Bi, Hongyang Yan, Xiaohan Ren

“…Office buildings have been selected as representative samples to carry out baseline modeling and variable selection using linear regression analysis. …”
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Holiday Weight Change in a US College Student Sample: A Prospective Observational Cohort Study by Hannah B. Yoo, Casen Bigham, Tanisha Basu, Sharmin Akter, Tiffany Tsai, Alexis Brown, Sara Kiros, Shruthi Durai, Claire Brown, Martin Binks

“…Differences in body weight and body composition variables were determined using paired‐sample t‐tests. Associations of psychosocial variables with changes in primary outcomes were determined by Spearman's correlation coefficients and linear regressions. …”
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Body Fat and Body-Mass Index among a Multiethnic Sample of College-Age Men and Women by Catherine L. Carpenter, Eric Yan, Steve Chen, Kurt Hong, Adam Arechiga, Woo S. Kim, Max Deng, Zhaoping Li, David Heber

“…Asian-American women had the lowest BMI (21.5 kg/m2) but the second highest PBF (27.8%). Linear association between BMI and PBF was the weakest () among Asian-American women and BMI had the poorest sensitivity (37%) to detect PBF. …”
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The Prevalence and Impact of Atrial Fibrillation on Patients with Chronic Total Occlusions: Insights from the National Inpatient Sample by Maximilian Will, Konstantin Schwarz, Eric Holroyd, Josip A. Borovac, Adnan I. Qureshi, Gregory Y. H. Lip, Julia Mascherbauer, Gregor Leibundgut, Thomas W. Weiss, Chun Shing Kwok

“…Multiple logistic and linear regressions examined factors associated with AF and evaluated its impact on length of stay (LoS), cost, and mortality. …”
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Clinical and Metabolic Signatures of FAM47E–SHROOM3 Haplotypes in a General Population Sample by Dariush Ghasemi-Semeskandeh, Eva König, Luisa Foco, Nikola Dordevic, Martin Gögele, Johannes Rainer, Markus Ralser, Dianne Acoba, Francisco S. Domingues, Dorien J.M. Peters, Peter P. Pramstaller, Cristian Pattaro

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Rapid quantification of inflammation in tissue samples using perfluorocarbon emulsion and fluorine-19 nuclear magnetic resonance by Eric T. Ahrens, Won-Bin Young, Hongyan Xu, Lisa K. Pusateri

“…Quantification of inflammation in tissue samples can be a time-intensive bottleneck in therapeutic discovery and preclinical endeavors. …”
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Novel potentiometric carbon paste electrodes for trace detection of uranyl(II) ions in petroleum water samples by Tamer A. Ali, Zeinab F. Akl, Gehad G. Mohamed

“…The optimized electrodes based on triphenylphosphine sulfide (L1) and triisobutylphosphine sulfide (L2) responded linearly towards uranyl(II) ions within the range of 1.0 × 10-7 – 1.0 × 10-1 M. …”
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Magnetic Solid-Phase Extraction Based on C18 Nanoparticles for the Determination of Pesticides in Aquaculture Water Samples by Margarita Kapsi, Vasileios Sakkas, Vasiliki Boti, Triantafyllos Albanis

“…The optimized method exhibited good linearity (R² > 0.9901) and satisfactory precision (Relative Standard deviations, RSDs < 15%). …”
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Experiments on Mechanical Response and Energy Dissipation Behavior of Rockburst-Prone Coal Samples Under Impact Loading by Jinbao Tang, Sheng Li, Guangsheng Qin, Wanjie Lu, Zhijie Zhu, Ce Jia, Haiou Wen, Lei Yang

“…The incident, reflected, and transmitted energy of both two coals linearly increases with the impact velocity, although the increased rate may be different. …”
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A quality by design HPLC method for cephalosporin analysis in pharmaceuticals and water samples with environmental impact assessment by Ali Alqahtani, Taha Alqahtani, Adel Al Fatease, Enas H. Tolba

“…Abstract The present study applied a combined analytical quality-by-design and green analytical chemistry approach to develop an HPLC method for the determination of four cephalosporin pharmaceuticals in both their formulations and water samples. These drugs include ceftriaxone, cefotaxime, ceftazidime and cefoperazone. …”
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Pharmacokinetic Study and Tissue Distribution of Lorlatinib in Mouse Serum and Tissue Samples by Liquid Chromatography-Mass Spectrometry by Wei Chen, Yafei Shi, Shuya Qi, Haiyan Zhou, Chunyu Li, Dujia Jin, Guohui Li

“…Samples were processed with methanol to precipitate protein and extract drugs, and Afatinib-d6 was used as the internal standard (IS). …”
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Automated capillary electrophoresis analyses of dried blood samples after patient-centric volumetric absorptive microsampling by Richard Maršala, Miloš Dvořák, Pavel Kubáň

“…The optimized method demonstrated excellent intra- and inter-day repeatability of peak areas (RSD values ≤ 7.2 %), linearity (R² = 0.9990) over the clinically relevant concentration range (0.15 – 20 mM), the limits of detection and quantification at 0.03 and 0.1 mM, respectively, and a sample throughput ≥ 16 samples/hour. …”
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A sampling-based winner determination model and algorithm for logistics service procurement auctions under double uncertainty by Mingqiang Yin, Hao Wang, Qiang Liu, Xiaohu Qian, He Zhang, Xianming Lang

“…With the objective of minimizing total cost, a new two-stage stochastic winner determination model under double uncertainty is constructed, which is further transformed into mixed-integer linear programming model by using an improved sample average approximation algorithm based on the chi-square test and the Latin hypercube sampling method. …”
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