Dataset

I use CT-ORG as the dataset https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=61080890#6108089070508a07758449c19ca1c9e687ae4d05

Resample

resample and standardize the dataset images to have a maximal resolution of 256x256 pixels and to have a maximum of 300 volumetric slices

DONE

Preprocessing methods

• Histogram Equalization
• Resizing
• Normalization

TODO

Preprocessing methods

• Data Augmentation (Elastic transformation, Rotation, Flip)

Post processing methods

• Morphological operations/Hole filling
• Smoothing
• Thresholding

Evaluate model

• Confusion matrix