scVAEDer: integrating deep diffusion models and variational autoencoders for single-cell transcriptomics analysis by Mehrshad Sadria, Anita Layton

“…Abstract Discovering a lower-dimensional embedding of single-cell data can improve downstream analysis. The embedding should encapsulate both the high-level features and low-level variations. …”
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Early prediction of bone destruction in rheumatoid arthritis through machine learning analysis of plasma metabolites by Zihan Wang, Tianyi Lan, Yi Jiao, Xing Wang, Hongwei Yu, Qishun Geng, Jiahe Xu, Cheng Xiao, Qingwen Tao, Yuan Xu

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Unraveling the Nature of HAWC J1844–034 with Fermi-LAT Data Analysis and Multiwavelength Modeling by Sovan Boxi, Saptarshi Ghosh, Nayantara Gupta

“…The UHE gamma-ray data from several observatories aid analysis of the spectral features of this source in detail at teraelectronvolt energies. …”
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RESEARCH ON FAULT DIAGNOSIS METHOD OF ROLLING BEAR BASED ON SYMBOLIC ANALYSIS OF INTRINSIC MODE FUNCTION by HOU HePing, XU ZhuoFei, LIU Kai

“…Bearing failures in offset printing under different rotational speed are detected successfully. The method has a good effect at features extraction in time domain and reduces computation in frequency domain compare with similar research. …”
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Optimizing antimicrobial routes: risk factor analysis for intravenous therapy in children with preseptal orbital cellulitis by Roberto Privato, Emanuela Inserra, Francesco Pezzoli, Alessia Nucci, Stefano Masi, Elena Chiappini, Giuseppe Indolfi, Sandra Trapani, Luisa Galli, Elisabetta Venturini

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TTA-GEP: Terrain Traversability Analysis with Geometry and Environmental Perception for the Path Planning of Planetary Rovers by Li Yang, Chao Liang, Ximing He, Dengyang Zhao

“…Overall, our proposed method improves the performance of the terrain traversability analysis and reduces the risk of planetary rovers while detecting in an unstructured environment.…”
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Energy metabolism and whole-exome sequencing-based analysis of Sasang constitution: a pilot study by Hyoung Kyu Kim, Heetak Lee, Ji Ho So, Seung Hun Jeong, Dae Yun Seo, Jong-Yeol Kim, Sanguk Kim, Jin Han

“…Collected blood samples were subjected to blood composition analysis, mitochondrial function analysis, and whole-exome sequencing. …”
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Identification of the FGB gene polymorphism and analysis of its association with fat deposition traits in Hu sheep by Lijuan He, Weimin Wang, Xiaojuan Wang, Deyin Zhang, Yukun Zhang, Yuan Zhao, Liming Zhao, Xiaolong Li, Jiangbo Cheng, Dan Xu, Zongwu Ma, Xiaobin Yang, Zhiqiang Huang, Youxin Cai, Xiaoqiang Liu, Zhanyu Chen, Xiuxiu Weng, Changchun Lin, Ping Gong, Xiaoxue Zhang

“…The purpose of this study was to investigate the polymorphisms of the FGB gene related to fat deposition and detect the expression features of the FGB gene in different adipose tissues of sheep by using Sanger sequencing, MassARRAY® SNP technique, and quantitative real-time PCR (qRT-PCR). …”
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Comparative Analysis of Metabolite Changes in Huangjiu During Different Aging Periods Using HRMS Metabolomics by Yue E, Zhuang Wang, Hongbin Guo

“…Methods: This study employs high-resolution mass spectrometry to perform metabolomics analysis on Huangjiu of varying ages and uses multivariate statistical analysis to characterize the chemical features of different types of Huangjiu. …”
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Psycholinguistics Analysis of Schizophrenia Spectrum Disorders Patients’ Writing and Oral Speech (on the Example of the Autobiographical Texts) by E. M. Akhmetzyanova, I. A. Tregubenko

“…The objective of the study was aimed to detect psycholinguistics features of oral and written speech in patients with schizophrenia.Methods and materials. …”
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EEG-Based Attention Classification for Enhanced Learning Experience by Madiha Khalid Syed, Hong Wang, Awais Ahmad Siddiqi, Shahnawaz Qureshi, Mohamed Amin Gouda

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Demographic and microbial characteristics and drug resistance of childhood tuberculosis in Istanbul: analysis of 1,541 cases by Erkan Cakir, Ela Erdem, Nagihan Ozlu, Engin Seber, Serap Gencer, Zeki Kilicaslan

“…Conclusions: This is the largest analysis on demographic features and drug resistance of childhood TB in Turkey. …”
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Biological Characteristics and Whole-Genome Analysis of a Porcine <i>E. coli</i> Phage by Shenghui Wan, Nana Li, Sajid Habib, Pei Zheng, Yanfang Li, Yan Liang, Yonggang Qu

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Epidemiology and analysis of SARS-CoV-2 Omicron subvariants BA.1 and 2 in Taiwan by Li-Teh Liu, Shyh-Shin Chiou, Po-Chih Chen, Chun-Hong Chen, Ping-Chang Lin, Ching-Yi Tsai, Wan-Long Chuang, Shang-Jyh Hwang, Inn-Wen Chong, Jih-Jin Tsai

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Comparative Analysis of Multi-Resolution Remote Sensing Data for Accurate Road Segmentation in Urban Environments by M. R. Çevikalp, B. Mutlu, M. Yanalak, N. Musaoğlu

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Multifractal Measures and Singularity Analysis of Rainfall Time Series in the Semi-Arid Central Mexican Plateau by Alvaro Alberto López-Lambraño, Carlos Fuentes, Yeraldin Serpa-Usta, Neila María González Tejada, Alvaro López-Ramos

“…This tool is effective for detecting multifractality in the time series of interest and for extracting information on scaling behavior. …”
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Advances in CT coronary angiography-derived plaque analysis for comprehensive assessment of ischemic heart disease by Cozac Dan-Alexandru, Lassandro Eleonora, Savo Maria Teresa, Cordoni Gabriele, Tansella Donatella, Motta Raffaella, Pergola Valeria

“…The emerging photon-counting CT technique further enhances plaque analysis by individually measuring photons to assess plaque structure. …”
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Shoreline time series analysis through the Isoradiometric method: Bridging landscape evolution and coastal management by F. Caldareri, N. Parrino, L. Balsamo, G. Dardanelli, S. Todaro, A. Sulli, A. Maltese

“…By comparing Landsat and PlanetScope data, we demonstrated that while high-resolution products capture greater variability in shoreline position, lower-resolution but longer time-span observations effectively identify underlying evolutionary trends. The analysis revealed that manual digitization captures instantaneous swash positions, while the Isoradiometric Method consistently identifies stable morphological features between the low tide terrace and berm, providing more reliable indicators of actual coastal change. …”
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CAMTA1-immunonegative epithelioid hemangioendotheliomas of the liver: a clinicopathological and molecular analysis of seven cases by Yang Nie, Wenyi Jing, Xuanxuan Zheng, Xin He, Min Chen, Hongying Zhang

“…Another 3 cases were also negative for TFE3, while WWTR1::CAMTA1 fusion were detected by NGS in 1 case and demonstrated by FISH in all the 3 cases. …”
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Combined genome and transcriptome analysis identifies molecular signatures of aortic disease in patients with Marfan syndrome by Katherine B. Stanley, Alexa V. Mederos, Ethan H. Barksdale, Joel S. Corvera, Joshua L. Davis, Fang Fang, Hongyu Gao, Courtney E. Vujakovich, Yunlong Liu, Stephanie M. Ware, Benjamin J. Landis

“…Identifying pathogenic features with transcriptome analysis may guide novel diagnostic and therapeutic strategies.…”
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