12 Oct The Collection Behind the Machine: Why a Public, Pixel-Labeled X-Ray Archive Is the Raw Material of Dental Imaging AI

Before an algorithm can read a radiograph, someone has to assemble and label the pictures it learns from. A newly published dataset of 8,655 panoramic X-rays with more than 30,000 pixel-level lesion annotations is a reminder that the quiet, curated collection — not the model...