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Disease Prediction Bot

Interactive system for disease prediction using symptoms and remedy recommendation

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Disease Prediction Bot

Interactive system for disease prediction using symptoms and remedy recommendation


The problem Disease Prediction Bot solves

It is used for predicting diseases around 140. And it does that with the help of symptoms. The decision tree is used to make the task easy. In the case of multiple matching symptoms, different symptoms are asked to predict the target disease. At last, the remedy, treatment, and reasons are displayed based on the user's demand. Also, data visualization of mortality rate is done in the form of a pie chart for a few diseases.

Challenges we ran into

Data pre-processing, prediction of disease when it has multiple symptoms in common with others

Discussion