ssr team-115

Inspiration -

Mechanical ventilators use up a lot of resources and we wanted to come up with a method to reduce the burden on clinicians by automating the ventilation pressure system.

What it does

The project predicts the amount of pressure required at a certain time frame based on the lung attributes.

How we built it

We used machine learning models in python, specifically the Extra Trees Regressor algorithm.

Accomplishments that we're proud of

We were able to find a highly accurate model for the prediction.

What we learned -

We learned how different features and models can be used for predictions and how accurate they can be.

What's next for ssr team-115

hacking more IBM hackathons!

Built With

• python