/ChestX-Ray

Inspired from Coursera specialization 'AI for Medicine', this repo demonstrate how chest x-ray data can be used to diagnose several diseases using Deep Learning

Primary LanguageJupyter Notebook

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 a condition prediction system

  • This notebook demonstrates several concepts like

    1. Data Leakage
    2. Data visualization and Preprocessing
    3. Dealing with data imbalance
    4. Transfer Learning
    5. 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 the Data/images path

  • Constructive critism is always welcome :)