Medical

KiTS19 Grand Challenge: Kidney and Kidney Tumour Segmentation

We attempted this challenge as part of our Deep Learning and Neural Networks Major Project.

/code/10khrs-ai-ml-dl/projects/kits19/axial.gif
Axial
/code/10khrs-ai-ml-dl/projects/kits19/coronal.gif
Coronal
/code/10khrs-ai-ml-dl/projects/kits19/sagittal.gif
Sagittal

Notebook

Implementation details of U-Net, SamNet, VGG-Net and nnU-Net:

Report

The corresponding report contains a literature review along with other scientific details. We were restricted in length here, but not in the notebook above.

Read more >