Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification

M Hu, S Yan, P Xia, F Tang, W Li, P Duan… - arXiv preprint arXiv …, 2024 - arxiv.org
Deep learning-based diagnostic systems have demonstrated potential in skin disease
diagnosis. However, their performance can easily degrade on test domains due to …

PathoWAve: A Deep Learning-Based Weight Averaging Method for Improving Domain Generalization in Histopathology Images

PS Sharifi, MO Ahmad… - 2024 IEEE 67th …, 2024 - ieeexplore.ieee.org
Recent advancements in deep learning (DL) have significantly advanced medical image
analysis. In the field of medical image processing, particularly in histopathology image …