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How could digital health / AI etc help prevent the spread of coronavirus (COVID-19)?

2
230 views

While there is clearly a need to treat those infected, could there also be a way for these technologies to help prevent the spread of the virus?

Digital health, mobile healthcare, e-health
Viruses
Public Health
Population Health
Artificial Intelligence
Machine Learning
Predictive Modeling
China
Travel
Thanos Kosmidis
8 months ago

4 answers

2

It may be early to propose but with the open ended nature of your question a conversation starter is appropriate. AI and a well connected digital healthcare platform could model the most likely transmission pathway based on human population, activity, exposure risks, baseline health, weather, travel patterns and much more. The true power of AI modeling is the capacity to include inputs or data sets that do not appear to be connected. As AI powers through the causal relationship score it either confirms the linkage and digs deeper or it excludes the linkage and moves on to more data. With the ability to process being limited to the allocation of processing power there can be millions of data points scored and collated into decisively different views of transmission, behavior and human risk metrics.
In the US the Center for Disease Control uses relatively simple modeling to forecast viral risk. The data are rather static and the model very rigid. AI would introduce dynamic modeling that can interpret exponentially more inputs and likely outcomes than the current capabilities.
Digital Health platforms could add beneficial insights into at risk individuals based on the COVID19 infection pattern, should one emerge. Across a platform the patient data would better provide clarity into vaccine creation and testing potential as well as prevention education first targets.
The COVID19 virus is certainly an issue to be taken very seriously. AI would lastly contribute to source mapping, genome analysis, transfer/infection data and more to create transmission "barriers" that help minimize the spread of future viruses.
Again, these are future looking applications of today's AI capabilities. In many ways AI can only help us recover from COVID19 at this point.

Oren Birks, MBA
8 months ago
Thank you! - Thanos 8 months ago
agrred, also AI can find which treatments work best for which patient types, - Brooke 7 months ago
2

Another possibility is in the area of limiting contact with patients and by so doing protecting the physician who is obviously a high risk person in the case of COVID 19. Machine to persons can minimise contact especially where machines can be monitored via CTVs and disinfected before contact is made with the machine by the physician.

facilities built to precision become handy with a view to revolutionise therapy and minimize transmission

Kingsley Odia (fnimn, MPSN)
7 months ago
0

One possibility is to use AI to target patients at particularly high risk (such as the immunocompromised and elderly) and send messages advising them what steps to take to care for themselves.. AI is already showing promise as a tool for engaging patients and fostering appropriate health behaviors in other areas, such as cardiac rehab.

Anne Zieger
7 months ago
0

I think that the idea of these technologies helping prevent the spread of COVID-19 is interesting, and I believe they can contribute in proactive and reactive ways.

Proactively, they can connect care providers with large audiences or singles to deliver advice, counseling, comfort and (excluding direct-contact-based care) all the other things care providers so effectively do. As needed, these can also initiate supplies and medications deliveries. They can of course facilitate emergency response through contact-alert-dispatch functions. I think even more importantly, these technologies can enable authoritative persons to deliver information that provides a calming effect: giving "real actionable information" instead of panic-enabling "news".

(I find that being constantly blasted by stories of deaths, rapid spread, exhaustion of resources and supplies, errors and flaws in the care delivery system do nothing to empower people or halt the spread of anything except worry and panic.)

Reactively, these technologies can provide data that can be used for planning and response purposes. By capturing various points (call volumes and areas, types of calls, resultant actions, etc.). By collating and correlating the data, patterns of cause-and-effect and other trends can be identified, interpreted and employed for future events and response strategies.

Ross A. Leo
7 months ago
I cannot agree less. Suffice it to say that the fear factor is useful to make some people sit at home. A little moderation by sharing messages of hope once in a while, will help in mental and emotional recovery as well - Kingsley 7 months ago
There are many thing that must be done to deal effectively with this problem. Spreading positive news of the successes we are beginning to see, the incredible and courageous work of those on the fronts lines to combat the pandemic, and real usable information about protecting oneself can only help. - Ross A. 7 months ago

Have some input?