Reconstructing in 3 dimensions can be really useful sometimes. If a patient is wearing a T-shirt printed with radioopaque material (eg glitter), then you can reconstruct your volume data set, and work out what was on the T-shirt (an near-impossible task without reconstruction).
Credit: Dr Laughlin Dawes