Idiopathic pulmonary fibrosis (IPF) is a restrictive interstitial lung disease that causes lung function decline by lung tissue scarring. Although lung function decline is assessed by the forced vital capacity (FVC), determining the accurate progression of IPF remains a challenge. To address this challenge, we proposed Fibro-CoSANet, a novel end…

Image segmentation and classification for Covid19 lung CT-scans using UNET implemented in Tensorflow and Keras.

This is a project of the Google Developer Student Club of FPT University Da Nang, built by members, and entered the TOP 10 finalists at the FPT Edu Hackathon 2021 in Hanoi, Vietnam.

Segmentation of lungs using 3D CT scan of the patient using 2D U-net procedure

The repository contains the MATLAB script. The .csv file in the Results folder is used as ground truth for the study of the proposed algorithm.