Techniques are disclosed for estimating patient radiation exposure during computerized tomography (CT) scans. More specifically embodiments of the invention provide efficient approaches for generating a suitable patient model used to make such an estimate to approaches for estimating patient dose by interpolating the results of multiple simulations and to approaches for a service provider to host a dose estimation service made available to multiple CT scan providers.