D-DDPM: Deep Denoising Diffusion Probabilistic Models for Lesion Segmentation and Data Generation in Ultrasound Imaging
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3548128
Abstract: The Denoising Diffusion Probabilistic Model (DDPM) has gained significant attention for its powerful image generation and segmentation capabilities, particularly in biomedical applications where accuracy is critical. In breast cancer detection, ultrasound imaging is widely used… read more here.
Keywords: segmentation; ddpm; diffusion probabilistic; denoising diffusion ... See more keywords
Explainable AI Based Multi Class Skin Cancer Detection Enhanced by Meta Learning with Generative DDPM Data Augmentation
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DOI: 10.3390/app152111689
Abstract: Despite the widespread success of convolutional deep learning frameworks in computer vision, significant limitations persist in medical image analysis. These include low image quality caused by noise and artifacts, limited data availability compromising robustness on… read more here.
Keywords: multi class; ddpm; meta learning; class ... See more keywords