Data Science Asked by Ozan Yurtsever on December 20, 2020
I want to build a chatbot which can diagnose an illness depending upon the symptoms which are given to it. I want to show you an example scenario of how it should work;
Application – A , User – U
A) Hello, What is your symptom?
U) Headache
A) How long do you have this symptom? ( System will list possible
choices to the user)U) 3 Months
A) Do you also have photo-affinity? ( System will provide simple “Yes-No-I don’t” know choices)
U) Yes
.
.
A) According to your symptoms, you have “migraine”.
There are several applications which work in that manner like “Ada Health”, “YourMD” and so on.
I want you to show me a way, give me a kick starter where to start. Are there any resources helpful about this topic?
Can you describe briefly, how one would build such a system in terms of machine learning and data science?
After my questions, I want you to show you my way of thinking about how this system can be built. Please give your comments about it as well
Let’s say we have a database and there are symptoms – disease wives. Here is the example;
Does that way of thinking hit the right notes? Thanks in advance for all of the answers.
Google Dialogflow is an end-to-end, build-once deploy-everywhere development suite for creating conversational interfaces for websites, mobile applications, popular messaging platforms, and IoT devices.
Answered by SKM on December 20, 2020
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