A method for imaging of an anatomical structure includes acquiring a plurality of ultrasonic images of the anatomical structure. At least one of the images includes Doppler information. One or more contours of the anatomical structure are generated from the Doppler information. A three-dimensional image of the anatomical structure is reconstructed from the plurality of ultrasonic images, using the one or more contours.