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Introduction: The Visual Revolution For over a century, the practice of diagnostic medicine has relied on the human eye’s ability to interpret shadows and light on film. From the first X-rays in the late 19th century to the high-resolution 3D renderings of modern MRI and CT scans, the goal has remained the same: to find the "hidden" signals of disease before they manifest as life-threatening symptoms. However, as medical imaging technology has advanced, it has created a data deluge. Modern hospitals generate petabytes of imaging data annually, often far exceeding...