Project description
As a final project in a data science bootcamp my team developed an application that works on improving drug development decisions. With the use of open data on medical publications and drug trials, NLP techniques and machine learning this app:
- matches therapeutic targets of drugs to specific diseases based on aggregated data from scientific publications,
- gives an estimate on which diseases are the most relevant for a given drug target,
- shows current situation and trends in research and drug testing for a chosen disease,
- predicts research interest in the future.
The application can be accessed at https://intellapp.herokuapp.com/ or on our github page. Below is a demo video.