Network-based data integration for selecting candidate virulence associated proteins in the cereal infecting fungus Fusarium graminearum. by Artem Lysenko, Martin Urban, Laura Bennett, Sophia Tsoka, Elzbieta Janowska-Sejda, Chris J Rawlings, Kim E Hammond-Kosack, Mansoor Saqi

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Warfarin use and vestibular dysfunction insights from NHANES data, network pharmacology, Mendelian randomization, and molecular docking by Shihan Liu, Lingli Zhang, Wenlong Luo

“…We conducted a cross-sectional analysis of NHANES data (1999–2004) to evaluate the prevalence of vestibular dysfunction among warfarin users. …”
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Using Microsoft Excel for Lesson Transcript Analysis by Gereltuya Tsereljav, Ganbaatar Tumurbaatar, Jadamba Badrakh, Battogtokh Tsiyen-Oidov

“…This study introduces an automated digital tool for Transcript-Based Lesson Analysis (TBLA), developed using Microsoft Excel’s Visual Basic for Applications (VBA) and graphical user interface (GUI) functionalities. …”
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Integration of In Situ and Sentinel-2 Data to Assess Soil Quality in Forest Monitoring: The Case Study of the Vesuvius Fires by Lucia Santorufo, Massimiliano Gargiulo, Valeria Memoli, Giulia Maisto, Rossella Barile, Giuseppe Ruello

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Construction of Urban Rail Transit Multi-disciplinary Intelligent Operation and Maintenance System Based on Big Data Platform by LIAO Yun

“…In order to meet the information and intelligent development of urban rail transit, this paper presents an architecture of multi-disciplinary intelligent operation and maintenance system based on big data platform. The system integrates data of urban rail transit vehicle, power supply system, signaling system, platform door and track, etc, to achieve the purposes such as multi-disciplinary data collection, data integrated monitoring, fault linkage analysis, statistical analysis and data integration display. …”
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Pan-cancer analysis and single-cell analysis identifies the CENPN as a biomarker for survival prognosis and immunotherapy by Nie Zhang, Zhuoying He, Xuejin Qin, Ke Han, Zhengchun Zhu, Fei Zhong

“…Results The findings demonstrated that CENPN expression was elevated in the majority of cancer types and differentially expressed across molecular and immune subtypes. Functional enrichment analysis in multiple tumors also identified possible pathways of CENPN involvement in tumorigenesis. …”
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Comparison of machine learning and validation methods for high-dimensional accelerometer data to detect foot lesions in dairy cattle. by Muhammad Usman Riaz, Luke O'Grady, Conor G McAloon, Finnian Logan, Isobel Claire Gormley

“…Dimension reduction techniques, such as principal component analysis (PCA) and functional principal component analysis (fPCA), offer solutions by reducing the dimensionality of the data while retaining key information and allowing for the application of a broader set of ML approaches. …”
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Integrating Literature-Based Knowledge Database and Expression Data to Explore Molecular Pathways Connecting PPARG and Myocardial Infarction by Rongyuan Cao, Yan Dong, Kamil Can Kural

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Catheter‐Based Renal Denervation for Resistant Arterial Hypertension: 10‐Year Real‐World Follow‐Up Data by Sofie Brouwers, Giulia Botti, Matthias Verbesselt, Lucio Addeo, Marta Belmonte, Kostas Bermpeis, Dario Tino Bertolone, Chiara Valeriano, Michele Mattia Viscusi, Eric Wyffels

“…ABSTRACT This analysis of real‐world data examines the efficacy, safety, and long‐term outcomes of renal denervation in hypertensive patients for up to 10 years. …”
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Identification of LecRLK gene family in Cerasus humilis through genomic-transcriptomic data mining and expression analyses. by Hongyan Han, Xiaopeng Mu, Pengfei Wang, Zewen Wang, Hongbo Fu, Yu Gary Gao, Junjie Du

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Integrated system for screening tumor-specific TCRs, epitopes, and HLA subtypes using single-cell sequencing data by Yi Li, Weiguo Zhang, Xuelian Song, Xianyao Wang, Yanshu Ding, Chenfei Yin, Tianyuan Ren

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Investigation of cell development and tissue structure network based on natural Language processing of scRNA-seq data by Suwen Wei, Yuer Lu, Peng Wang, Qichao Li, Jianwei Shuai, Qi Zhao, Hai Lin, Yuming Peng

“…This provides a valuable tool for single-cell data analysis.…”
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Real-world data suggest that geriatric assessment fails to stratify risk in treating older adults with lung cancer by Mauro Daniel Spina Donadio, Audrey Cabral F Oliveira, Luciana Leite Moura, Victor Hugo Fonseca de Jesus, Tiago Cordeiro Felisimino, Aldo Lourenço Abbade Dettino

“…We did not observe differences in survival according to functional capacity. Conclusion: GA showed no prognostic relationship in our small population. …”
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Rural households’ financial resilience, risk preference and non-farm employment based on micro data from CHFS by An-Qi Cao, Zhi-Qiang Jiang, Yi-Nuo Wei

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Exploratory Analysis of Unstable Surface Training: A Systematic Review and Meta-Analysis for Chronic Ankle Instability by Shuang Liu, MS, Bo Gou, PhD, Zhiguang Zhao, PhD, Qirong Wang, PhD

“…Objective: To conduct an exploratory systematic review and meta-analysis to evaluate the effect of unstable surface training on balance and hop function in individuals with chronic ankle instability (CAI). …”
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Integration of multi-omics data to unveil the molecular landscape and role of piRNAs in early-onset colorectal cancer by Siyun Zhou, Lili Yu, Jianhui Zhao, Qian Xiao, Jing Sun, Lijuan Wang, Yuan Zhou, Yadong Lu, Malcolm G Dunlop, Evropi Theodoratou, Honghe Zhang, Kefeng Ding, Xue Li

“…Key candidate molecules were further validated using RNA-seq and scRNA-seq data. Multi-omics profiling revealed PIWIL1/piRNA as a hallmark of EOCRC, with further validation through in vitro functional assays, transcriptomic profiling, and Kaplan-Meier survival analysis. …”
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Individual Travel Knowledge Graph-Based Public Transport Commuter Identification: A Mixed Data Learning Approach by Song Hu, Jiancheng Weng, Quan Liang, Wei Zhou, Peizhao Wang

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Diabetes influences the link between lipid accumulation products and sarcopenia among US adults, as evidenced by NHANES data by Jinyan Lan, Chenwei An, Ye Ke, Yuhong Song, Chaohe Chen, Lixu Tang

“…The present study explores the relationship between LAP and Sarcopenia, with a focus on the intermediary function of diabetes in this association. Methods Cross-sectional data from 10,065 adults, collected through NHANES from 1999 to 2018, were analyzed. …”
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A novel appliance-based secure data aggregation scheme for bill generation and demand management in smart grids by Yihui Dong, Jian Shen, Sai Ji, Rongxin Qi, Shuai Liu

“…In the proposed scheme, chameleon hash function (CHF) is utilised to facilitate the extraction of aggregated data due to the characteristic of collision controllability. …”
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Analysis of Rehabilitation Occupational Therapy Techniques Based on Instrumental Music Chinese Tonal Language Spectrogram Analysis by Ying Liao

“…This paper provides an in-depth analysis of timbre-speech spectrograms in instrumental music, designs a model analysis of rehabilitation occupational therapy techniques based on the analysis of timbre-speech spectrograms in instrumental music, and tests the models for comparison. …”
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