deyachatterjee / Lung-Cancer-Detection-CNN-and-GAN

Detecting lung cancer from annotated CT scans of lung lesions from the LUNA16 dataset using CNN and GAN

Lung-Cancer-Detection-CNN-and-GAN

Detecting lung cancer from annotated CT scans of lung lesions from the LUNA16 dataset using CNN and GAN

Dataset used

LIDC-IDRI database from LUNA16 challenge site. For details about data as given in that site, see data.md Basically, chest CT images in .mhd format and related annotation by radiologists in .csv format.

Implementation

DCGAN has been used in this implementation, credits to Sabareesh Iyer. More implementations and combinations coming up.