Medical Image Registration and Its Application in Retinal Images: A Review

arXiv:2403.16502v1 Announce Type: new
Abstract: Medical image registration is vital for disease diagnosis and treatment with its ability to merge diverse information of images, which may be captured under different times, angles, or modalities. Although several surveys have reviewed the development of medical image registration, these surveys have not systematically summarized methodologies of existing medical image registration methods. To this end, we provide a comprehensive review of these methods from traditional and deep learning-based directions, aiming to help audiences understand …

abstract application arxiv cs.cv development diagnosis disease disease diagnosis diverse image images information medical merge registration review surveys treatment type vital