VimalMollyn / ED6001-Term-Project

Term project for the ED6001 Course on Medical Image Analysis

Implementation of the method proposed in: Ran, Maosong, et al. "Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network." arXiv preprint arXiv:1808.03941 (2018)

Download Dataset

Link - http://brain-development.org/ixi-dataset/

Requirements

1. Nibabel

Directory Structure

.
├── Preprocessing
├── Training
├── data
│   ├── IXI-PD
│   ├── IXI-T1
│   ├── IXI-T2
├── noisy
|   ├── IXI-PD
|   ├── IXI-T1
|   ├── IXI-T2
└── patches
    ├── data
    └── noisy