Inspired by Coursera specialization 'AI for Medicine'
-
Open the
main.ipynb
notebook which demonstrates how chest x-ray image dataset can be used to model acondition
prediction system -
This notebook demonstrates several concepts like
- Data Leakage
- Data visualization and Preprocessing
- Dealing with data imbalance
- Transfer Learning
- Confusion Matrix
-
For testing, please clone the repository, download the images via the following link
https://drive.google.com/file/d/1l45F76dmBEki-4JKvUH4XPyxYSQp5-Ah/view?usp=sharing
and extract the contents into theData/images
path -
Constructive critism is always welcome :)