RoboDoc

RoboDoc
Coronavirus cases

Inspiration

We came up with this idea because of the lockdown caused by the coronavirus pandemic people are confined to your homes and it's a bit risky visiting the hospitals as there are chances of getting infected. We all are facing problems because of coronavirus pandemic where people are in a state where anyone suffering from a disease is thought to be suffering from COVID19. Therefore we wanted to help people reduce this state of panic and thought of building a bot which will answer people’s questions regarding symptoms. That way people will gain knowledge of their disease.

What it does

RoboDoc is a messenger bot where people could chat with it and get their symptoms analysed using messages. Based on symptoms sent by user it analysis and most accurate diseases is diagnosed. At present we have added 21 common diseases we will be expanding it to 87 diseases our main objective was to lessen the panic caused by coronavirus pandemic. We have added analysis of Frontal chest x-ray for covid19 and analysis of mamograph for breast cancer detection.

How we built it

We are using wit.ai for Natural Language Processing and based on symptoms mentioned by users we are predicting the disease and for detection of covid19 using chest x ray and breast cancer using mamograph we are using tensorflow.js models and javascript.

Challenges we ran into

Training using wit.ai was difficult and between the event there were some changes made to wit.ai. Integrating tensorflow.js models with messenger webhook and combing all of it into one single project was challenging.