DCGAN-Based Synthetic MRI Augmentation for Data-centric Brain Tumor Segmentation
Priyabrata Das, Jyotisman Rath, Amit Jaiswal, Bibhuti Bhusan Dash
This paper uses DCGAN to generate synthetic MRI images for brain tumor segmentation, improving Dice coefficient and IoU metrics compared to a baseline model.
bioRxiv · Jul 28, 2026 · PreprintBioengineering