I don't know if this can be counted for as physics, but to my knowledge the radon transformation was mostly something mathematicians thought about without any application. Now, it is widely used (and necessary) to transform images in tomography.
1917 - Radon transform introduced by Johann Radon
1970s - First Computer Tomograph Scan