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-datasethttps://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/datasetshttps://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6https://data.humdata.org/dataset/novel-coronavirus-2019-ncov-caseshttps://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-tweetshttps://github.com/closedloop-ai/cv19indexhttps://github.com/ThisIsIsaac/COVID-19_Korea_Datasethttps://github.com/willhaslett/covid-19-growthhttps://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-researchhttps://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-CThttps://radiopaedia.org/articles/covid-19-3https://github.com/beoutbreakprepared/nCoV2019https://www.kaggle.com/kimjihoo/coronavirusdatasethttps://www.kaggle.com/khoongweihao/covid19-xray-dataset-train-test-setshttps://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-1https://www.sirm.org/category/senza-categoria/covid-19/https://www.eurorad.org/advanced-search?search=COVIDhttps://www.kaggle.com/sudalairajkumar/novel-corona-virus-2019-datasethttps://www.kaggle.com/einsteindata4u/covid19/version/4 http://nmdc.cn/nCov/enhttps://www.kaggle.com/bachrr/covid-chest-xrayhttps://github.com/ufopcsilab/EfficientNet-C19https://zenodo.org/record/3757476#.Xp3ex3UzY5khttps://www.hmhospitales.com/prensa/notas-de-prensa/comunicado-covid-data-save-liveshttps://github.com/xhlulu/covid-qa https://github.com/HzFu/COVID19_imaging_AI_paper_list https://github.com/muhammedtalo/COVID-19https://uahs.arizona.edu/node/7358https://data.europa.eu/euodp/en/data/dataset/covid-19-coronavirus-datahttps://data.world/datasets/covid-19https://github.com/datasets/covid-19https://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