AI
Harsh Valecha · · 3 min
Balancing the Scales: AI‑Driven Synthetic Data for Medical Imaging
Class imbalance hampers AI performance in medical imaging, where rare pathologies are under‑represented. This post explores how synthetic data generation—especially GANs and diffusion models—can rebalance datasets, boost model accuracy, and preserve patient privacy, drawing on the latest research and real‑world deployments.
#AI
#Synthetic Data
#Medical Imaging