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[HTML][HTML] Application of big data and artificial intelligence in epidemic surveillance and containment
Z Jiao, H Ji, J Yan, X Qi - Intelligent medicine, 2023 - Elsevier
Faced with the current time-sensitive COVID-19 pandemic, the overburdened healthcare
systems have resulted in a strong demand to develop newer methods to control the spread …
systems have resulted in a strong demand to develop newer methods to control the spread …
Contagion modeling and simulation in transport and air travel networks during the COVID-19 pandemic: a survey
The COVID-19 pandemic has generated a huge volume of research from various
disciplines, such as health sciences, social sciences, mathematical modeling, social network …
disciplines, such as health sciences, social sciences, mathematical modeling, social network …
Predicting COVID-19 community infection relative risk with a Dynamic Bayesian Network
As COVID-19 continues to impact the United States and the world at large it is becoming
increasingly necessary to develop methods which predict local scale spread of the disease …
increasingly necessary to develop methods which predict local scale spread of the disease …
On the generalization discrepancy of spatiotemporal dynamics-informed graph convolutional networks
Graph neural networks (GNNs) have gained significant attention in diverse domains,
ranging from urban planning to pandemic management. Ensuring both accuracy and …
ranging from urban planning to pandemic management. Ensuring both accuracy and …
Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy
Ensuring both accuracy and robustness in time series prediction is critical to many
applications, ranging from urban planning to pandemic management. With sufficient training …
applications, ranging from urban planning to pandemic management. With sufficient training …
Modeling of various spatial patterns of SARS-CoV-2: the case of Germany
Among numerous publications about the SARS-CoV-2, many articles present research from
the geographic point of view. The cartographic research method used in this area of science …
the geographic point of view. The cartographic research method used in this area of science …
[PDF][PDF] Exploring machine learning in healthcare and its impact on the sars-cov-2 outbreak
Machine learning can be defined as a comprehensive range of tools utilized for recognizing
patterns in data. Owing to its reliance on artificial intelligence in lieu of age-old, traditional …
patterns in data. Owing to its reliance on artificial intelligence in lieu of age-old, traditional …
A generalized forecasting solution to enable future insights of COVID-19 at sub-national level resolutions
COVID-19 continues to cause a significant impact on public health. To minimize this impact,
policy makers undertake containment measures that however, when carried out …
policy makers undertake containment measures that however, when carried out …