[1]: https://www.medrxiv.org/content/10.1101/2020.02.07.20021154v...
661 karma · joined October 31, 2014
[1]: https://www.medrxiv.org/content/10.1101/2020.02.07.20021154v...
The key metric that determines whether COVID-19 can establish and generate a sustained outbreak is it's ability to reproduce, "R", which represents the average number of individuals to which each transmitter transmits the virus.
- If "R" is greater than 1, the transmission may become sustained; - If “R” is less than 1, then the transmission will simply dissipate.
In the current outbreak, it represents an R of 2.2 [1], meaning that on average each patient has been spreading infection to 2.2 other people.
Only a little bit more than half of the infections should be avoided so that R falls below 1. Preventive isolation and the measures established by the protocols should be sufficient.
Besides, there is little evidence to suggest the presymptomatic transmission of COVID-19
[1]: https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.h...
Can any of them come infected by the COVD-19?
The probability is very low. Almost all of the participants will come from areas where the presence of the COVD-19 is nil or extremely low.
By comparison, a number of passengers equivalent to three times the MWC go through the airports of Atlanta or Los Angeles, two times pass through the airports of London, Paris or Amsterdam each day, and 1.5 times through Madrid and Barcelona each day. And none of them closed so far.
The basic hygiene measures (handwashing, not sneezing or coughing to the open) and common sense are more solid and effective.
If we follow the same line of thinking (we shouldn't), we would have to close all the airports tomorrow.
edit: typo
China, and specifically Hubei Province and its capital Wuhan, suffer an epidemic that they are trying to control with titanic efforts. 99% of cases of coronavirus (COVID-19) infection, today more than 40,000 with a thousand deaths, have been registered in China. Of them, almost 70% in Hubei. Only 1% of cases have been registered outside China, in 24 countries (including Spain), with transmission chains (secondary cases from a first imported case) very short so far.
To put things in perspective, although perhaps inaccurate, the number of cases of COVID-19 infection in China is less than 3 cases / 100,000 inhabitants.
The flu, in Catalonia, this week has reached figures of 360 cases / 100,000 inhabitants: more than 120 times higher than the incidence of COVID-19 infection in China.[1]
Our Health Alerts and Emergencies system works, works as a team and the protocols established in the EU apply: detect the case, isolate it, treat it and follow all possible contacts. In this way, the transmission chain can likely be properly controlled.
There are many things we do not know for sure about this disease, but most cases (80%) are mild. Serious cases and mortality (2%) will be adjusted downwards safely in the coming weeks, as the detection of mild cases increases. There is WHO data that indicate that control measures are slowing the epidemic in Hubei and better controlling the situation in the rest of China.
[1]: http://canalsalut.gencat.cat/web/.content/_Professionals/Vig...
Are you looking for a job with a direct impact on healthcare?
* Problem: Clinical data is messy and makes research slow. * Mission: To structure clinical data and give unified, standardized access to it. * Product: Natural language processing models and a unified SQL data access interface for researchers. * Traction: Validated idea, Validated business model, growing and scaling stage. * Funding: +2y runout and growing. Backed by national and international VCs. * Stack: Python, Cython, SQL, Postgres, Kubernetes among others * Values: Scientific, methodic, transparent, hard workers with a HUGE emphasis on work-life balance. Join a multidisciplinary team working hard to make clinical research faster, accessible and ubiquitous. Also it's a nice excuse to enjoy Barcelona's vibe and nice weather !
Want to know more? Ping me at rocio@iomed.health Check our site for more info https://iomed.health/en
Each community has very different needs, but a federated network would help making the multi-community reality we experience much easier.
About raising that series A, I hope they have a bigger plan in mind than hosting sites or yet another CMS. If the vision is the "reinvent" the way we work on static sites, I respect that, but I don't see a business case there.
[1]: https://gohugo.io [2]: https://www.netlifycms.org/
Are you looking for a job with a direct impact on healthcare?
* Problem: Clinical data is messy and makes research slow.
* Mission: To structure clinical data and give unified, standardized access to it.
* Product: Natural language processing models and a unified SQL data access interface for researchers.
* Traction: Validated idea, Validated business model, growing and scaling stage.
* Funding: +2y runout and growing. Backed by national and international VCs.
* Stack: Python, Cython, SQL, Postgres, Kubernetes among others
* Values: Scientific, methodic, transparent, hard workers with a HUGE emphasis on work-life balance.
Join a multidisciplinary team working hard to make clinical research faster, accessible and ubiquitous. Also it's a nice excuse to enjoy Barcelona's vibe and nice weather !Want to know more? Ping me at rocio@iomed.health Check our site for more info https://iomed.health/en
Are you looking for a job with a direct impact on healthcare?
* Problem: Clinical data is messy and makes research slow.
* Mission: To structure clinical data and give unified, standardized access to it.
* Product: Natural language processing models and a data access interface for researchers and pharma companies.
* Traction: Validated idea, Validated business model, growing and scaling stage.
* Funding: +2y runout and growing. Backed by national and international VCs.
* Stack: Python, Dask, PostgreSQL, Cassandra, Docker, and Kubernetes among others
* Values: Scientific, methodic, transparent, hard workers with a HUGE emphasis on work-life balance.
Join a multidisciplinary team of mathematicians, statisticians, bioinformaticians and physicians working hard to make clinical research fast, accessible and ubiquitous. Enjoy Barcelona's vibe and nice weather.Want to know more? Ping me at gabi@iomed.health
Check our site for more info https://iomed.health/en
* Problem: Clinical data is messy and makes research slow.
* Mission: To structure clinical data and give unified, standardized access to it.
* Product: Natural language processing models and a data access interface for researchers and pharma.
* Traction: Validated idea, Validated business model, growing and scaling stage.
* Funding: +2y runout and growing.
* Stack: Python, Dask, PostgreSQL, Cassandra, Docker, and Kubernetes among others
* Values: Scientific, methodic, transparent, hard workers with a HUGE emphasis on work-life balance.
Join a multidisciplinary team of mathematicians, statisticians, bioinformaticians and physicians working hard to make clinical research fast, accessible and ubiquitous. Enjoy Barcelona's vibe and nice weather while having a direct impact on healthcare.Want to know more? Ping me at gabi@iomed.health https://iomed.health
IOMED builds ML tools that enable other developers to make analytics and ML models on complex healthcare data with ease. The tools structure clinical texts written by physicians, extracting and encoding relevant medical concepts like symptoms, diseaseases… taking into account their context (negations, family/personal background, past events...).
We're based in Barcelona, funded by local and international ventures.
You can definitely expect to:
- Design, implement & test microservices.
- Integrate our products with external APIs.
- Development and testing of our core products and frameworks.
- Be comfortable with container development with Docker.
- Query, model and deploy with PostgreSQL, Redis, RabbitMQ.
- Fast prototyping with Python and maturing prototypes to production.
Please apply directly to the email address below: dev at iomed dot health
If you have questions you can reach me at gabi at iomed dot health (I’m the CTO).
@recruiters & agencies - please do not contact me
Since then Python is my go-to language, but that didn't stopped me from exploring other languages like Julia, for large numerical analysis or Go.
I see that Pythonification he talks about around me, and it's true that is becoming ubiquitous and the defacto langugae on sciences, specially on life sciences.
We missed having more instance types to choose from, but it was a nice experience.
Help us bring data science to health care. We're a small team building a machine learning platform and helping hospitals make smarter decisions.
IOMED structures data from medical notes using NLP for creating predictive models and descriptive analytics for the hospitals. We automate away the pain of data wrangling for Hospitals.
If you can communicate with clarity, enjoy small teams, lead your area of expertise and you are aware of your own limits, join our multidisciplinary team in Barcelona.
Our stack is mainly Python, Cython, Kubernetes, PostgreSQL.
If you are interested, please email at gabi@iomed.es
- [1] https://jisajournal.springeropen.com/articles/10.1186/s13174...
FRONTEND_DEVELOPER_INTERNSHIP (location='Barcelona', remote=true) => {
const opt = {
minKnowledge: ['JS', 'ES6'],
ourStack: ['React', 'Redux'],
yourTask: (design) => React.Components,
emailContact: 'javier.deoca' + '@' + 'iomed.es'
}
return salary('12000€/year', opt)
};I really like the idea of low environmental impact