COVID-19

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• Kaggle
• Kaggle Competitions
• Competitions | Kaggle
• Covid Tracking Project
• Fighting COVID-19 with Epidemiology: A Johns Hopkins Teach-Out This free Teach-Out is for anyone who has been curious about how we identify and measure outbreaks like the COVID-19 epidemic and wants to understand the epidemiology of these infections.
• AI Can Help Scientists Find a Covid-19 Vaccine | Oren Etzioni - Wired
• Computational predictions of protein structures associated with COVID-19 | DeepMind

Datasets:

• COVID-19 Open Research Dataset (CORD-19)
• Data and Resources ...Global research on coronavirus disease (COVID-19) | World Health Organization (WHO)

Kaggle

The primary goal of Kaggle’s COVID-19 effort is to find factors that impact the transmission of COVID-19 (particularly those that map to the NASEM/WHO open scientific questions). You've already shown great results in producing meaningful insights to help address the pandemic! - Kaggle Team

• COVID-19 Open Research Dataset Challenge (CORD-19) in response to the COVID-19 pandemic

• COVID-19 Global Forecasting Challenge week 2 of Kaggle's COVID19 forecasting series: The primary goal is not only to forecast accurately, but to find factors that impact transmission rate of COVID-19. You are encouraged to pull in, curate, and share data sources that might be helpful. If you find variables that look like they impact the transmission rate, please share your findings in a notebook.

• COVID-19 Dataset Challenge: Kagglers will need to find, curate, share -- and join -- useful public datasets. You can review the relevant threads for sharing datasets and discussing dataset ideas to get an idea of the types of things that Kagglers find most useful. For this challenge we are only considering public datasets on Kaggle.

Acknowledgments

• John Hopkins University The Center for Systems Science and Engineering (CSSE) for making the data available to the public ...COVID-19 Map
• White House Office of Science and Technology Policy (OSTP) for pulling together the key open questions.

Research Tools

Which help to uncover potential patterns across research papers...

• Covidex | University of Waterloo and NYU a using NLP and information retrieval (IR) components
  • Blacklight discovery platform framework GitHub
  • Solr providing distributed indexing, replication and load-balanced querying, automated failover and recovery, centralized configuration
  • Anserini IR toolkit for replicable information retrieval research
  • Pyserini Python bindings for Anserini
  • Transformers | HuggingFace
• AUEB NLP Group Covid-19 Search Engine | AUEB's NLP Group an Experimental Document and Snippet Retrieval Search Engine for CORD-19
• Covid Search | Sinequa an experimental portal for CORD-19
• Vespa’s CORD-19 Search trawls for vetted research papers
• Covid-19 Search - powered by Azure Cognitive Search
• Sketch Engine with 19 Corpus | Sketch Engine ...about
• covidsearch | Korea University’s DMIS Lab - Real-time question answering on 31K COVID-19 related articles ...GitHub
• Coronavirus Research Repository - The Elsevier Coronavirus Research Repository with scholarly articles on COVID-19, SARS, MERS and other corona viruses
• Element AI leveraging a semantic search model, users can search with keywords, phrases and even copy entire paragraphs of text into the search bar Knowledge Scout
• CORD-19 Explorer | Allen Institute for AI full-text search engine helping people explore the dataset and identify potential research efforts.

Simulations

• Why outbreaks like coronavirus spread exponentially, and how to “flatten the curve” | Harry Stevens - The Washington Post
• Outbreak | Kevin Simler - Melting Asphalt

Centers of Disease Control and Prevention (CDC)

What is Corona virus? What is COVID-19? Coronaviruses (CoV) are a large family of viruses that cause illness ranging from the common cold to more severe diseases such as Middle East Respiratory Syndrome (MERS-CoV) and Severe Acute Respiratory Syndrome (SARS-CoV). Coronavirus disease (COVID-19) caused by SARS-COV2 is a new strain that was discovered in 2019 and has not been previously identified in humans. Coronaviruses are zoonotic, meaning they are transmitted between animals and people. Detailed investigations found that SARS-CoV was transmitted from civet cats to humans and MERS-CoV from camels to humans. Several known coronaviruses are circulating in animals that have not yet infected humans. It is believed that COVID-19 was transmitted from pangolin to humans (current theory). Common signs of infection include respiratory symptoms, fever, cough, shortness of breath and breathing difficulties. In more severe cases, infection can cause pneumonia, severe acute

Corona Virus: Epidemiology, Pathophysiology, Diagnostics

The Exponential Power of Now - With Nicholas P. Jewell is Chair of Biostatistics and Epidemiology at the London School of Medicine and Tropical Medicine