Inspiration
What it does
As an Phone-App, it provides services:
****************1. Report Actual Coronaravirus info, especially the statistics ***************** Users can select theis interseted websites to get the actual information, like NRW, Aachen. Current corona virus information. Provides a view to show the history records. Provide the prevention guideline; App shows the users to take care of personal hygiene.
******2. Record Personal Health State & Predict Time for Hospital; ************ This function aims for personal use.
- It records the personal coronavirus-related symptoms. 1.1. The coronavirus-related symptoms include temperature, cough serious level, snooze level, headache level. 1.2 Serious level from 0-5, higher the number, more severe it is .(with some guideline but user self judgement, like 10 seconds once, 1 hours once..) (more public information is in need) 2 It reminds the measures of symptoms. Like 6 hours once.
- It judges the current state of infection, and predict when the users should call and go to hospital. 3.1 the related data includes symptoms record, the contact degree to risky areas. If users visit many risky areas, the system tend to recommend the users to go to hospital. 3.2 Personal risky areas trace record. Users turn on GPS(online), when users come to one risky area, the system will warn the users to avoid it. If the users pass it, the system records the risky area and connect to user data. If users avoid this area, then no records.
********3.Mark Area Risk Level **************** This task depends on the first task--report the infection info and marks the risk level of certain area. In this way, it warns people to avoid the risky area and reduce the exposure time.
- The risk level is from 0 - 5. The higher risk gets higher number.
- The risk level is calculated according to: The total infection number, the population, the death number, (the severe case number) ( I need some guideline to get the final number)
- Mark the area risk. The areas include
(a) public places, like hospital, university, school, company office(available online data).
(b) areas from users. (It needs the responsibility from users, no fake or vicious data). Users can only give the areas based on their own trace. Only users are infected, they can enter the private areas, like café, house number, shopping mall.
How we built it
With Android studio to develop the App at first; ****************1. Report Actual Coronaravirus info, especially the statistics ***************** By using NLP, it extracts the actual information from multiple websites.
******2. Record Personal Health State & Predict Time for Hospital; ************ record the users health state by giving interface from App; Then we train a HMM model to predict the infection risk.
********3.Mark Area Risk Level **************** Using Google Map, to track the personal data; Based on the routes from confirmed cases, mark the risk level for places and warn people to avoid it or be more careful.
Challenges we ran into
- No clinical data to train the prediction model.
- GPS service support
- Privacy protection
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