PASS: Pulmonary diAgnosiS Screen

• 

  deep learning enabled detection support for lung damage

• GIF

  Demo instant conversation with your virtual assistant chatbot

Inspiration

The problem with pulmonary fibrosis is that it can be caused by various number of factors and it is difficult for doctors to find out what is causing the problem. It may also increase the risk of severe illness from COVID-19.

What it does

A chatbot powered with machine learning algorithms to determine the patient's current lung health conditions based on a CT scan of their lungs.

How we did it

This model was trained on Google Colab using datasets from Kaggle.

What's next for PASS: Pulmonary diAgnosiS Screen

Provide an interactive and an more robust & comprehensive prediction of the pulmonary health conditions to assist diagnosis.

Built With

• express.js
• html5
• jquery
• mongodb
• node.js
• pytorch