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Background Our study aimed to explore the associations between solid fuels burning for either heating or cooking and all-cause mortality based on 2859 participants from the China Health and Retirement Longitudinal Study during 2011–2018. Methods Logistic
Yuxiang Yang+7 more
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Common Data Elements in Radiology [PDF]
Diagnostic radiologists generally produce unstructured information in the form of images and narrative text reports. Although designed for human consumption, radiologic reports contain a wealth of information that could be valuable for clinical care, research, and quality improvement if that information could be extracted by automated systems ...
Daniel L. Rubin, Charles E. Kahn
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STANDARDIZATION OF METADATA FOR ELECTRONIC EDUCATIONAL RESOURCES
This article observes modern approaches and standards in the domain of metadata for electronic educational resources of the new generation. The basic provisions of the international standard ISO/IEC 19788 are discussed in detail, the article contains ...
Boris M. Pozdneev+1 more
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Several new statistical methods have been developed to identify the overall impact of an exposure mixture on health outcomes. Weighted quantile sum (WQS) regression assigns the joint mixture effect weights to indicate the overall association of multiple ...
Siting Li+4 more
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Fully discrete finite element data assimilation method for the heat equation [PDF]
We consider a finite element discretization for the reconstruction of the final state of the heat equation, when the initial data is unknown, but additional data is given in a sub domain in the space time.
Burman, Erik+2 more
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Stabilized nonconforming finite element methods for data assimilation in incompressible flows [PDF]
We consider a stabilized nonconforming finite element method for data assimilation in incompressible flow subject to the Stokes' equations. The method uses a primal dual structure that allows for the inclusion of nonstandard data.
Burman, Erik, Hansbo, Peter
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Personality Trait Analysis in Social Networks Based on Weakly Supervised Learning of Shared Images
Social networks have attracted the attention of psychologists, as the behavior of users can be used to assess personality traits, and to detect sentiments and critical mental situations such as depression or suicidal tendencies.
Pau Rodríguez+6 more
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Framework and Pathway for the Construction of a Unified Data-Element Market in China [PDF]
The digital economy has become a prevailing trend in contemporary development. Establishing a national unified data-element market is crucial for advancing the digital economy and accelerating the formation of a new development pattern.
Xiaohong Chen+4 more
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Two-Dimensional Automatic Mesh Generator for Finite Element Analysis [PDF]
In this study a new automatic mesh generator for 2- dimensional finite element analysis is proposed, and its effectivity is surveyed through a number of test examples. Proposed one is for a micro-computer, and the program is written in BASIC.
Kajitani, Eiji+2 more
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Elements of an Automatic Data Scientist [PDF]
A simple but non-trivial setting for automating data science is introduced. Given are a set of worksheets in a spreadsheet and the goal is to automatically complete some values. We also outline elements of the Synth framework that tackles this task: Synth-a-Sizer, an automated data wrangling system for automatically transforming the problem into ...
De Raedt, Luc+4 more
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