Joana Cristo Santos

Diffusion Models in Medical Image Inpainting: Challenges, Solution Taxonomy, and Future Directions

Overall, diffusion models demonstrate strong performance in producing anatomically plausible reconstructions and aiding downstream clinical tasks, but the review also highlights important challenges, including the lack of standardized benchmarks, limited dataset diversity, and restricted validation procedures across di...