| MRI | Magnetic Resonance Imaging |
| SNR | Signal to Noise Ratio |
| EIS | Electromagnetic Inverse Scattering |
| CNN | Convolutional Neural Network |
| ANN | Artificial Neural Network |
| UAT | Universal Approximation Theorem |
| AWGN | Additive, White, Gaussian Noise |
| MoM | Method of Moments |
| FFT-CG | Fast Fourier Transform-Conjugate Gradient |
| NRMSE | Normalised Root mean Square Error |
| SSIM | Structural Similarity Index Measure |
| DBIM | Distorted Born Iterative Method |
| CSI | Contrast Source Inversion |
| CC-CSI | Cross Correlated-Contrast Source Inversion |