Multi-modal Image Synthesis (iUS + T2 inputs) on Brain Glioma Patients
36.38T2 PSNR (dB)MHVAE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MHVAEInput Modalities=iUS, T2, lambda_GAN=02023.09 | 36.38 | 33.15 | 91.3 | 6.3 | 95.3 | 2.2 | |
| MHVAEInput Modalities=iUS, T2, lambda_GAN=12023.09 | 34.35 | 31.54 | 89.1 | 7.1 | 93.6 | 2.8 | |
| MHVAEInput Modalities=iUS, lambda_GAN=02023.09 | 22.16 | 33.07 | 91.3 | 13.2 | 82.8 | 18.3 | |
| MHVAEInput Modalities=iUS, lambda_GAN=12023.09 | 22.12 | 31.58 | 90.8 | 12 | 81.7 | 17.4 | |
| MVAEInput Modalities=iUS2023.09 | 21.7 | 23.02 | 75.3 | 25.5 | 82.6 | 21.7 | |
| ResViTInput Modalities=iUS2023.09 | 21.7 | 35.09 | 97.6 | 3.5 | 82.8 | 18.9 | |
| Pix2PixInput Modalities=iUS, Task direction=iUS to T22023.09 | 21.01 | — | — | — | 77.9 | 17.4 | |
| SPADEInput Modalities=iUS, Task direction=iUS to T22023.09 | 20.12 | — | — | — | 74.3 | 18.6 |