On Joint Progressively Censored Gumbel Type-II Distributions: (Non-) Bayesian Estimation with an Application to Physical Data by Mustafa M. Hasaballah, Mahmoud E. Bakr, Oluwafemi Samson Balogun, Arwa M. Alshangiti

“…The analysis confirms that the Gumbel Type-II distribution with joint progressive censoring provides a flexible and effective model for lifetime data, enabling more accurate reliability assessment and risk analysis in engineering and survival studies.…”
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Neural fingerprints of data driven cognitive subtypes across the psychosis spectrum: a B-SNIP study by Shashwath A. Meda, Madison M. Dykins, Scot K. Hill, Brett A. Clementz, Sarah K. Keedy, Jennifer E. McDowell, Elena I. Ivleva, Elliot S. Gershon, Matcheri S. Keshavan, Carol Tamminga, Godfrey D. Pearlson

“…Regional homogeneity (ReHo), a measure of local functional connectivity, was computed from resting-state fMRI data in a subset (717 patients, 427 controls). …”
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Multi-omics data reveal that SAA1 + fibroblasts exacerbate periodontitis by regulating macrophage inflammation and chemotaxis by Li Li, Yuting Yang, Fang Dai, Libin Deng, Meixiu Jiang, Chenjiang He, Ting Long, Kaiqiang Yang, Xinbo Yang, Li Song

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Association between blood lead levels and constipation in adults: insights from NHANES data (2005–2010) by Yue-Juan Li, Hui Dong, Wen-Xing Chen, Deng-Chao Wang, Miao Yu

“…While environmental factors like lead exposure may influence gastrointestinal function, the link between blood lead levels and constipation is underexplored. …”
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Description of survival data extended to the case of competing risks: a teaching approach based on frequency tables by Davide Paolo Bernasconi, Laura Antolini

“…<p>Survival analysis is a powerful statistical tool to study failure-time data. …”
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Visualization of large-scale user association feature data based on a nonlinear dimensionality reduction method by Nong Linlin

“…The prosperity of data science and the booming growth of the internet industry have made the analysis and processing of large-scale user-related feature data a particularly important issue in modern society. …”
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Genome-wide association data reveal a global map of genetic interactions among protein complexes. by Gregory Hannum, Rohith Srivas, Aude Guénolé, Haico van Attikum, Nevan J Krogan, Richard M Karp, Trey Ideker

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A versatile workflow to integrate RNA-seq genomic and transcriptomic data into mechanistic models of signaling pathways. by Martín Garrido-Rodriguez, Daniel Lopez-Lopez, Francisco M Ortuno, María Peña-Chilet, Eduardo Muñoz, Marco A Calzado, Joaquin Dopazo

“…Moreover, this is the first workflow that provides a framework for the integration of transcriptomic and genomic data based on a mechanistic model of signaling pathway activities that allows a detailed biological interpretation of the results, including a comprehensive functional profiling of cell activity. …”
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How does construction of the healthcare data center affect the health of older adults?evidence from China by Yao Yao, Pengyu Xu

“…It included baseline regressions, robustness checks, heterogeneity analysis and mechanism analysis.ResultsThe NHDC construction significantly improves health of older adults, which is reflected in higher subjective health ratings, reduced prevalence of chronic diseases and multimorbidity, enhanced physical function, and improved mental health. …”
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MENGA: A New Comprehensive Tool for the Integration of Neuroimaging Data and the Allen Human Brain Transcriptome Atlas. by Gaia Rizzo, Mattia Veronese, Paul Expert, Federico E Turkheimer, Alessandra Bertoldo

“…<h4>Aim</h4>In this work we present MENGA (Multimodal Environment for Neuroimaging and Genomic Analysis), a software platform that allows the investigation of the correlation patterns between neuroimaging data of any sort (both functional and structural) with mRNA gene expression profiles derived from the ABA database at high resolution.…”
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Longitudinal Treatment Patterns of Chorea in North American Patients with Huntington’s Disease: Data from Enroll-HD by Erin Furr Stimming, Daniel O. Claassen, Ginny P. Sen, Olga Klepitskaya, Michael Serbin, Hyunwoo Kim, Sean C. Hinton, Dietrich Haubenberger

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Research on information security of users’ electricity data including electric vehicle based on elliptic curve encryption by Renwu Yan, Chuan Lin, Wen-feng Zhang, Li-wen Chen, Kang-ning Peng

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The Impact of Digital Rural Construction on Rural Revitalization-Empirical Evidence from Chinese County Panel Data by Jinqian Deng, Xiao Li, Na Zhang

“…Thus, it is essential to continue advancing digital village initiatives, identify integration points based on rural functional roles and resource endowments, and explore pathways to fully realize their empowering effects on rural revitalization.…”
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Rainfall data modeling using improved adaptive type-II progressively censored Weibull-exponential samples by Refah Alotaibi, Mazen Nassar, Ahmed Elshahhat

“…Apart from the standard method, the Bayesian methodology is investigated to obtain the Bayesian point and credible intervals by taking advantage of the Markov chain Monte Carlo technique and the squared error loss function. To differentiate between the traditional and Bayesian estimates, a simulation analysis proceeds under various conditions. …”
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OpenFlow-Based Mobility Management Scheme and Data Structure for the Mobility Service at Software Defined Networking by Pill-Won Park, Seong-Mun Kim, Sung-Gi Min

“…Particularly, the characters of the network environment need to be considered when designing the function of the network entities and data structure. …”
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Coupled Assessment of Land Use Changes and Ecological Benefits Using Multi-Source Remote Sensing Data by Jin Guo, Xiaojian Wei, Fuqing Zhang, Yubo Ding

“…This indicates that the imbalance in ecological functional spaces has intensified, affecting key ecological processes. (2) The quantitative analysis of the spatiotemporal evolution characteristics of the RSEI and ESI revealed contrasting trends: the RSEI decreased by 0.006, whereas the ESI showed a slight increase of 0.001. (3) The ranking of the driving factors indicated that the Normalized Difference Vegetation Index (NDVI) and the mean annual rainfall (MAP) were the primary factors driving ecological evolution, while the influence of economic driving factors was relatively weak. …”
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Predicting and Understanding Disorders of Consciousness of Sleep Patients Through Multimodal Data Fusion and Temporal Attention Mechanisms by Haixia Pan, Haotian Geng, Pingshu Zhang, Xiaodong Yuan

“…This study introduces MTAMA-DoC (Multimodal Temporal Attention Multitask Analyzer for Disorders of Consciousness), a novel deep learning approach that leverages sleep-related physiological data to predict consciousness states in patients with Disorders of Consciousness (DoC). …”
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Integrating multi-dimensional data to reveal the mechanisms and molecular targets of baikening granules for treatment of pediatric influenza by Zhaoyuan Gong, Qianzi Che, Mingzhi Hu, Tian Song, Lin Chen, Haili Zhang, Ning Liang, Huizhen Li, Guozhen Zhao, Lijiao Yan, Xuefei Zhang, Bin Liu, Jing Guo, Nannan Shi

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Countermeasures for the Development of Data Integration of the Internet Ice and Snow Tourism Industry under the Background of Artificial Intelligence by Hongbo Du, Weibo Sun, Yufeng Jiao, Jialin Li, Lei Liu

“…This paper mainly selects the integration of mobile ice and snow tourism and tourism and leisure industry as the main research subject, focusing on the in-depth study of the future development trend of the integration of ice and snow tourism and leisure industry and the mobile Internet industry. The analysis found that the tourism industry in the ice and snow area mainly has the following problems: the division of functional areas is not clear, there is a large gap between service innovation capabilities and industrial demand, and the level of industrial informatization is inconsistent with development goals and the lack of market service credit. …”
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SugiExDB: data repository for Cryptomeria japonica RNA-sequencing read counts in TogoDB by Naoki Takata, Ryosuke Sato, Soichiro Nagano, Saneyoshi Ueno

“…Abstract Transcriptome analysis, particularly RNA-sequencing, is an important tool for predicting gene function and investigating the physiology and phenology of organisms. …”
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