updated list of COVID-19 Research Resources: Databases, chest CT images.

please suggest or send me a message, if you have idea of any other link , i will update the list.

  • please follow WHO https://www.who.int/ and your official country website , for Latest Coronavirus (Covid-19 ) updates.
  • Please do not submit any personal information on any website.

List of Open source dataset (chest CT Images, X-ray Images, )

  • https://github.com/ieee8023/covid-chestxray-dataset
  • https://github.com/CSSEGISandData/COVID-19.
  • https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge
  • https://pages.semanticscholar.org/coronavirus-research
  • https://www.pyimagesearch.com/2020/03/16/detecting-covid-19-in-x-ray-images-with-keras-tensorflow-and-deep-learning/
  • https://www.kaggle.com/datasets
  • https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
  • https://data.humdata.org/dataset/novel-coronavirus-2019-ncov-cases
  • https://datasetsearch.research.google.com/
  • https://cran.r-project.org/web/packages/coronavirus/index.html
  • https://zenodo.org/search?page=1&size=20&q=covid-19%20OR%20%22SARS%20CoV%202%22&type=dataset&access_right=open
  • https://www.kaggle.com/sudalairajkumar/novel-corona-virus-2019-dataset
  • https://www.kaggle.com/smid80/coronavirus-covid19-tweets
  • https://github.com/closedloop-ai/cv19index
  • https://github.com/ThisIsIsaac/COVID-19_Korea_Dataset
  • https://github.com/willhaslett/covid-19-growth
  • https://www.kaggle.com/paultimothymooney/coronavirus-genome-sequence
  • http://open-source-covid-19.weileizeng.com/world
  • https://github.com/midas-network/COVID-19
  • https://pages.semanticscholar.org/coronavirus-research
  • https://github.com/lindawangg/COVID-Net
  • https://www.medrxiv.org/content/10.1101/2020.02.14.20023028v3.full.pdf
  • https://towardsdatascience.com/covid-19-imaging-dataset-chest-xray-ct-for-annotation-collaboration-5f6e076f5f22
  • http://medicalsegmentation.com/covid19/
  • https://github.com/UCSD-AI4H/COVID-CT
  • https://radiopaedia.org/articles/covid-19-3
  • https://github.com/beoutbreakprepared/nCoV2019
  • https://www.kaggle.com/kimjihoo/coronavirusdataset
  • https://www.kaggle.com/khoongweihao/covid19-xray-dataset-train-test-sets
  • https://github.com/JordanMicahBennett/SMART-CT-SCAN_BASED-COVID19_VIRUS_DETECTOR/
  • https://coronacases.org/forum/coronacases-org-helping-radiologists-to-help-people-in-more-than-100-countries-1
  • https://www.sirm.org/category/senza-categoria/covid-19/
  • https://www.eurorad.org/advanced-search?search=COVID
  • https://www.kaggle.com/sudalairajkumar/novel-corona-virus-2019-dataset
  • https://www.kaggle.com/einsteindata4u/covid19/version/4
  • http://nmdc.cn/nCov/en
  • https://www.kaggle.com/bachrr/covid-chest-xray
  • https://github.com/ufopcsilab/EfficientNet-C19
  • https://zenodo.org/record/3757476#.Xp3ex3UzY5k
  • https://www.hmhospitales.com/prensa/notas-de-prensa/comunicado-covid-data-save-lives
  • https://github.com/xhlulu/covid-qa
  • https://github.com/HzFu/COVID19_imaging_AI_paper_list
  • https://github.com/muhammedtalo/COVID-19
  • https://uahs.arizona.edu/node/7358
  • https://data.europa.eu/euodp/en/data/dataset/covid-19-coronavirus-data
  • https://data.world/datasets/covid-19
  • https://github.com/datasets/covid-19
  • https://www.ecdc.europa.eu/en/publications-data/download-todays-data-geographic-distribution-covid-19-cases-worldwide
  • https://github.com/jannisborn/covid19_pocus_ultrasound
  • https://www.kaggle.com/andrewmvd/covid19-ct-scans
  • https://www.aminer.cn/data-covid19/
  • https://www.kaggle.com/plameneduardo/sarscov2-ctscan-dataset
  • https://covid.molssi.org/
  • https://www.covid19dataportal.org/
  • Corona Tracker

    https://www.mohfw.gov.in/ (for Indians)

    Aarogya Setu (Android App for Indians)

    https://play.google.com/store/apps/details?id=nic.goi.aarogyasetu&hl=en

    https://www.worldometers.info/coronavirus/

    https://www.coronatracker.com/analytics

    https://www.bing.com/covid

    https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6

    https://github.com/CSSEGISandData/COVID-19/issues/576

    Coronavirus (covid-19) Hackathon :

    https://samhar-covid19hackathon.cdac.in/

    https://ultrahack.org/covid-19datahack

    https://www.codevscovid19.org/

    https://codevscovid19.devpost.com/submissions

    https://www.teensinai.com/hackathons/covid-19-hackathon/

    https://hackingcovid19.fr/en/

    https://joinup.ec.europa.eu/collection/digital-response-covid-19/hackathons-and-events

    https://samhar-covid19hackathon.cdac.in/

    https://hackathon.common.vc/

    Additional Resources

    Chinese Bats May Be Carrying the Next SARS Pandemic

    https://www.wired.com/2013/10/bats-next-sars-pandemic/

    https://www.sciencemag.org/news/2013/10/bats-may-be-carrying-next-sars-pandemic

    Bat Coronaviruses in China

    https://www.mdpi.com/1999-4915/11/3/210

    COVID-19 Research Database (provided by the WHO)

    https://www.who.int/emergencies/diseases/novel-coronavirus-2019/global-research-on-novel-coronavirus-2019-ncov

    LitCOVID (provided by the NIH)

    https://www.ncbi.nlm.nih.gov/research/coronavirus/

    COVID-19 Resource Page (provided by Microsoft Academic) 

    https://www.microsoft.com/en-us/research/project/academic/articles/microsoft-academic-resources-and-their-application-to-covid-19-research/

    COVID-19 Research Export File (provided by Dimensions)

    https://docs.google.com/spreadsheets/d/1-kTZJZ1GAhJ2m4GAIhw1ZdlgO46JpvX0ZQa232VWRmw/edit#gid=2034285255

    Blog Post: Computer Scientists Are Building Algorithms to Tackle COVID-19

    https://onezero.medium.com/amp/p/f4ec40acdba0

    Article Correlation of Chest CT and RT-PCR Testing for Coronavirus D...

    Emerging 2019 Novel Coronavirus (2019-nCoV) Pneumonia

    Article Emerging Coronavirus 2019-nCoV Pneumonia

    Cell Press Coronavirus Resource Hub

    https://www.cell.com/2019-nCOV

    An initiative from the scientific community to put all available resources at the service of the fight against COVID-19.

    https://crowdfightcovid19.org/

    COVID-19 Datasets for Machine Learning

    https://docs.google.com/document/d/1Wkvbf2t2Da87NtNvMJf_PRqv9zLHyqqtRitBIGGKKNM/edit?ts=5e78bf6d#heading=h.m7aq1vqtpegc

    Reverse engineering the coronavirus (SARS-CoV-2)

    https://github.com/geohot/corona

    I found https://github.com/geohot/corona very informative, you can also check.

    Open questions

    How do the researchers know (guess?) where orf1ab cleaves?

    nsp3 and nsp5 do it -- https://www.pnas.org/content/pnas/103/15/5717.full.pdf

    Which protein is the immune system responding to?

    "spike" and "nucleocapsid" -- http://www.cmi.ustc.edu.cn/1/3/193.pdf

    Are some people already immune from exposure to other coronavirus?

    Find the "furin cleavage site" in the "spike glycoprotein"

    https://www.sciencedirect.com/science/article/pii/S0166354220300528

    How similar are the other coronaviruses?

    (causes colds, not either SARS or MERS)

    alpha

    https://en.wikipedia.org/wiki/Human_coronavirus_229E (simpler, though targets APN)

    https://en.wikipedia.org/wiki/Human_coronavirus_NL63 (targets ACE2!)

    https://www.ncbi.nlm.nih.gov/nuccore/MG772808

    beta

    https://en.wikipedia.org/wiki/Human_coronavirus_OC43 (targets Neu5Ac)

    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2095096/pdf/JIDMM17330.pdf

    Specifically, how similar is the N protein OC43, SARS v1, and SARS v2?

    https://en.wikipedia.org/wiki/Human_coronavirus_HKU1 (targets Neu5Ac)

    MERS-CoV

    SARS-CoV

    SARS-CoV-2

    Testing

    How tests work

    • All based on https://en.wikipedia.org/wiki/Reverse_transcription_polymerase_chain_reaction
    • USA -- https://www.fda.gov/media/134922/download
      • selected from regions of the virus nucleocapsid (N) gene
      • 28286---28308--28332---28358
      • 29163---29187--29210---29230
      • https://biosearchtech.a.bigcontent.io/v1/static/coa_KIT-NCOV-PP1-1000_Lot-No-143503
    • South Korea -- http://www.kogene.co.kr/eng/about_us/news/listbody.php?h_gcode=board&h_code=7&po_no=288
      • E gene detection (same for all coronavirus)
      • specific RdRp detection

    Homemade test?

    Isolation of viral RNA (no matter what)

    • https://www.qiagen.com/us/products/diagnostics-and-clinical-research/sample-processing/qiaamp-viral-rna-mini-kit/#orderinginformation

    Primers and probes (to detect SARS-CoV-2)

    • https://www.biosearchtech.com/products/pcr-kits-and-reagents/pathogen-detection/2019-ncov-cdc-probe-and-primer-kit-for-sars-cov-2
    • Wouldn't need if using a nanopore sequencer (nanopore MinION)

    RT-qPCR Master Mix (to PCR)

    • https://www.thermofisher.com/order/catalog/product/A15300#/A15300
    • Probably wouldn't need if using a nanopore sequencer

    All in one?

    • https://www.chaibio.com/coronavirus
    • Open qPCR, understand https://www.chaibio.com/openqpcr
    • FAM and HEX fluorophores?

    Possible treatments and prophylactics

    Disclaimer: The information in this repository is for informational purposes only. It is not medical advice.

    Hydroxychloroquine + zinc

    • Zinc blocks RdRp
    • https://jvi.asm.org/content/91/21/e00754-17 -- how similar is Hep E RdRp?
    • https://www.ncbi.nlm.nih.gov/pubmed/21079686
    • Chloroquine Is a Zinc Ionophore (allows zinc into the cell)
    • https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4182877/

    RdRP inhibitors

    • Favipiravir (prodrug for favipiravir-RTP)
    • Adenosine Analog
      • Remdesivir (prodrug for GS-441524)
      • Galidesivir

    Homemade DNA vaccine

    • https://siasky.net/bACLKGmcmX4NCp47WwOOJf0lU666VLeT5HRWpWVtqZPjEA
    • Based on injecting DNA (plasmid) that expresses the spike protein

    Resources

    Coronavirus-related publications

    • Chapter 4 - Coronavirus Pathogenesis -- https://www.sciencedirect.com/science/article/pii/B9780123858856000092
    • https://www.futuremedicine.com/doi/pdf/10.2217/fvl-2018-0008
    • https://www.sciencedirect.com/science/article/pii/S2095177920302045
    • http://korkinlab.org/wuhan

    Thanks

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