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

The notebook can be found at /code/10khrs-ai-ml-dl/projects/kits19/report.html, which contains implementation details of U-Net, SamNet, VGG-Net and nnU-Net.

/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

The corresponding report, containing a literature review along with other scientific details is embedded below:

    /

Read more >