Journal of biomedical informaticsThyroid NoduleHumansUltrasonographyAlgorithmsImage Processing
Domain adaptation of stable diffusion for ultrasound inpainting: a synthetic data approach for enhanced thyroid nodule segmentation.
Antonin Prochazka, Jan Zeman
Published: 202610.1016/j.jbi.2025.104963
Abstract
OBJECTIVE: To enhance the cross-domain generalization of thyroid-nodule segmentation models by augmenting limited ultrasound training data with synthetic images generated by a fine-tuned Stable Diffusion model. METHODS: Three public thyroid ultrasoun…
Preview only. Read the full abstract at the source