Dong-Yang Wang

PMDA-GAN: Physical-aware Multi-Domain Adaptive Generative Adversarial Network

Ultrasound imaging is a core clinical modality, but its quality is severely degraded by inherent multiplicative speckle noise. Traditional deep learning-based denoising methods struggle in real-world scenarios due to the lack of paired clean images and speckle statistical variations across distinct pathological categor...