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This article discusses the recent advancements in computer vision and image processing, particularly in the field of medicine. It highlights the use of deep learning models in detecting diseases and assisting medical professionals in various tasks such as analyzing tissue samples and monitoring patients remotely. The article also touches upon the ethical and regulatory considerations surrounding these technologies in healthcare. The Special Issue aims to gather manuscripts that showcase the intersection of healthcare and technology, with a focus on the role of computer vision and image processing in transforming medical practices.