1. A medical imaging apparatus comprising: a data acquirer configured to acquire measured data acquired by detecting X-ray transmitted by an X-ray source to an object; and an image processor configured to acquire an initial image based on the measured data, estimate a region of interest (ROI)-outside measured data and an ROI-inside measured data based on the measured data and the initial image, and acquire a reconstructed image based on the ROI-inside measured data.