A bitewing is a study in shadow, and shadow is exactly what the eye reads unreliably. Here is how a neural network learns to see the interproximal lesion and measure the bone crest - and why a confident overlay is only ever as good as...
A radiograph is data wearing gray. Map that gray to color and hidden structure leaps out - but the wrong colormap can paint boundaries that were never there. Pseudocolor is where imaging becomes both revelation and editorial....
The radiograph a clinician reads is not the image the sensor captured. Between the photons and the screen lies a processing pipeline that sharpens, stretches, and smooths — and each of those kindnesses can quietly lie....