Healthcare¶
Mining literature on COVID-19¶
Coronaviruses have been around for decades but few to none such deadly and easily spreading as the COVID-19 thus far. In the 1st half of 2020, Allen Institute for AI (AI2) and a consortium of research institutes along with the White House curated a corpus of scientific papers on coronaviruses published since 19th century and offered a Kaggle competition to analyze it and answer some questions about different aspects of the virus, like how it spreads, or how it affects living organisms.
Notebooks:
Data exploration: 1_DataExploration.ipynb
Building vocabulary: 2_ReadAndProcessJSON.ipynb
Recordings:
English: GPU-Accelerated Data Science: NLP on Corpus of Coronaviruses Scientific Literature with RAPIDS
Blogs
Introducing series: https://towardsdatascience.com/building-an-understanding-of-viruses-by-mining-covid-19-scientific-corpus-bdd7427d6a8a
Building an understanding of viruses by mining COVID-19 scientific corpus?: https://towardsdatascience.com/building-an-understanding-of-viruses-by-mining-covid-19-scientific-corpus-f1d27c33b48