Operational Readiness of Data: The Next Challenge for Data Professionals? [0.03%]
数据的操作就绪性：数据专业人士面临的下一个挑战？
Kheeran Dharmawardena
Kheeran Dharmawardena
The current pandemic highlights the power of data. The data infrastructures we've built have provided excellent platforms to analyze data, yet it brings into focus a gap we have in handling the infodemic challenge we face today. We need mec...
Patterns of Reliability: Assessing the Reproducibility and Integrity of DNA Methylation Measurement [0.03%]
可靠性模式：评估DNA甲基化测量的可重复性和完整性
Karen Sugden,Eilis J Hannon,Louise Arseneault et al.
Karen Sugden et al.
DNA methylation plays an important role in both normal human development and risk of disease. The most utilized method of assessing DNA methylation uses BeadChips, generating an epigenome-wide "snapshot" of >450,000 observations (probe meas...
Patterns of Reliability: Assessing the Reproducibility and Integrity of DNA Methylation Measurement [0.03%]
可重复性和完整性的模式：评估DNA甲基化测量
Karen Sugden,Eilis J Hannon,Louise Arseneault et al.
Karen Sugden et al.
DNA methylation plays an important role in both normal human development and risk of disease. The most utilized method of assessing DNA methylation uses BeadChips, generating an epigenome-wide "snapshot" of >450,000 observations (probe meas...
A Learning-Based Model to Evaluate Hospitalization Priority in COVID-19 Pandemics [0.03%]
在新冠大流行中评估住院优先级的学习模型
Yichao Zheng,Yinheng Zhu,Mengqi Ji et al.
Yichao Zheng et al.
The emergence of the novel coronavirus disease 2019 (COVID-19) is placing an increasing burden on healthcare systems. Although the majority of infected patients experience non-severe symptoms and can be managed at home, some individuals dev...
Maxim V Kuleshov,Daniel J Stein,Daniel J B Clarke et al.
Maxim V Kuleshov et al.
In a short period, many research publications that report sets of experimentally validated drugs as potential COVID-19 therapies have emerged. To organize this accumulating knowledge, we developed the COVID-19 Drug and Gene Set Library (htt...
Sarah Callaghan
Sarah Callaghan
The Research Data Alliance COVID-19 Working Group brought together over 440 volunteer data experts in order to address key issues with data and software sharing that need to be dealt with in order to be better able to inform the research re...
Machine-Learning Approaches in COVID-19 Survival Analysis and Discharge-Time Likelihood Prediction Using Clinical Data [0.03%]
使用临床数据在COVID-19生存分析和预测出院时间可能性中的机器学习方法研究
Mohammadreza Nemati,Jamal Ansary,Nazafarin Nemati
Mohammadreza Nemati
As a highly contagious respiratory disease, COVID-19 has yielded high mortality rates since its emergence in December 2019. As the number of COVID-19 cases soars in epicenters, health officials are warning about the possibility of the desig...
A Tale of Two Cities: Reflections on Digital Technology and the Natural Environment [0.03%]
两个城市的传说：数字技术与自然环境的反思
Gordon S Blair
Gordon S Blair
Contemporary digital technologies can make a profound impact on our understanding of the natural environment in moving toward sustainable futures. Examples of such technologies included sources of new data (e.g., an environmental Internet o...
Data Science for Virtual Tourism Using Cutting-Edge Visualizations: Information Geometry and Conformal Mapping [0.03%]
使用尖端可视化的虚拟旅游数据科学：信息几何和共形映射
Arni S R Srinivasa Rao,Steven G Krantz
Arni S R Srinivasa Rao
We highlight the advantages of virtual tourism and the use of data science to improve existing television and internet-based experiences with new technologies. Information geometry and conformal mappings can improve audiovisual experiences ...
Do We Need a Coronavirus (Safeguards) Act 2020? Proposed Legal Safeguards for Digital Contact Tracing and Other Apps in the COVID-19 Crisis [0.03%]
我们是否需要《2020冠状病毒（保障措施）法》？在COVID-19危机中用于数字接触追踪及其他应用程序的法律保障建议
Tessa Darbyshire
Tessa Darbyshire
The focus of this Preview is "The Coronavirus (Safeguards) Bill 2020: Proposed protections for digital interventions and in relation to immunity certificates," published by Lilian Edwards, professor of law, innovation and society at Newcast...