This is a simple diseases prediction app. It applied machine learning (decision tree classifier) to predict medical diagnosis from given symptoms
How to use:
- Start server:
- python /your path to server/server.py
- start app in Xcode
- write symptoms from list in section "How it works?"
- click "Get diagnosys"
Things to improve:
- It works only with batch of symptoms that hardcoded in app. That symptoms extracted from the data. Hence, if user sends symptom not from the given list - app won't work
- Apply fully NLP. With this approach user could write a big sentences describing his symptoms and model can exctract diagnos from this.