Brain MRI Tumour Segmentation
Course Project - Medical Image Computing
Instructor - Prof. Suyash Awate, Dept of Computer Science, IIT Bombay
- Trained a U-Net architecture for segmentation of the tumor region using the soft dice loss in MRI slices and used a dataset consisting of around 4K MRI slices from 110 patients from The Cancer Imaging Archive
- Achieved a mean IOU of 0.77 on the validation set between the predicted and the true segmentation masks of tumor positive MRI slices and an accuracy of 96.8% on the binary classification of presence of tumor