Deep Generative Models for 3D Medical Image Synthesis

P Friedrich, Y Frisch, PC Cattin - arxiv preprint arxiv:2410.17664, 2024 - arxiv.org
Deep generative modeling has emerged as a powerful tool for synthesizing realistic medical
images, driving advances in medical image analysis, disease diagnosis, and treatment …

Brain Tumour Removing and Missing Modality Generation using 3D WDM

A Ferreira, G Luijten, B Puladi, J Kleesiek… - arxiv preprint arxiv …, 2024 - arxiv.org
This paper presents the second-placed solution for task 8 and the participation solution for
task 7 of BraTS 2024. The adoption of automated brain analysis algorithms to support …

[PDF][PDF] Advancing Precision: A Comprehensive Review of MRI Segmentation Datasets from BraTS Challenges (2012–2024)

L Nanni, B Bonato, A Bertoldo - 2025 - preprints.org
The Brain Tumor Segmentation (BraTS) challenges have significantly contributed to
advance research in brain tumor segmentation and related medical imaging tasks. This …