1. A method for identifying noisy pixels in a pixelated detector, the method comprising: obtaining data values for each of a plurality of pixels of a pixelated detector; determining a data consistency metric for each of the plurality of detector pixels; and identifying, using the determined data consistency metric, any detector pixels that exceed an acceptance criterion as noisy pixels.