Brain Image Segmentation

Smart India Hackathon -2019 Finalist

Worked on Following Medical Datasets:

• BraTS 2018
• MrBrains18

Models:

• Modified VGG16
• Modified UNetCNN

Interface:

• GUI using Python PyQt with the ability to visualize the results along with accuracy in real-time
• The website made using Django that works the same as GUI but with easy and better visualization

Results:

• Segmented parts of the brain in the 4D dataset with average dice score of 0.84.
• Able to find the tumor in the dataset with average dice score of 0.92

Examples:

Tumor Detection

Brain Segmentation

Interface