This content was created by diligent-tote. This content was uploaded by diligent-tote. This is a YouTube video titled "HealthCheckZen App demo" (created 2020-04-05) containing a multi-speaker product demo/presentation. Multiple participants labeled SPEAKER A–F describe the Health Check Zen app as a primary-level COVID-19 screening tool that uses decision-tree logic and machine learning to triage users and reduce strain on doctors and hospitals. They discuss features including adaptive question weighting, language support (Hindi and Bengali with plans for more), 14-day notification surveys, location tracking, and iterative model improvement based on survey data.
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In a country like India having a population of over 1.3 billion, India has a doctor-to-population ratio of 1:1600. Hence, this app Health Check Zen would give a first-hand advice to patients, which can reduce a bit of stress on doctors and hospitals created due to panic about the virus.
It's a primary level detection of COVID-19 for— with signs to detect, monitor, and avail suggestions via some simple questions asked by an application. According to each answer, the question changes with the weightage given by the medical researchers and doctors.
Decision tree is being populated by the answers and weightage that it carries changes at each level thereby learning from the answers and creating a model.
After analysis, it can provide solutions to the user according to the severity of each case.
Also, it has language support of Hindi and Bengali.
Since according to India Times, India has only 10% of the English population, So app should support native language, and in future we also plan to support even more and more languages.
We see that it gives advice to consult a physician and go for self-quarantine immediately.
COVID-19 test is urgently required at your physician's advice.
Also, we add— plan to add a notification service which will ping the user after every 14 days to check if he has to edit his survey. Has there been any new update about this health report?
It also tracks user's location and it will ask more and more data is available via survey questions, it will improve the machine learning model and even provide better suggestions, as well as it, uh, we will be adding even more questions to get and track and give even more expert advice.
