What are the challenges of aligning medical images for AI?
Medical images, such as X-rays, CT scans, or MRI scans, are essential for diagnosing and treating various diseases and conditions. However, to use these images effectively for artificial intelligence (AI) applications, such as image analysis, segmentation, or classification, they need to be aligned properly. This process, known as image registration or alignment, involves transforming different images of the same object or scene into a common coordinate system. In this article, we will explore some of the challenges of aligning medical images for AI and how they can be overcome.