At least one embodiment of a method for training automatic tooth charting systems, the method comprising: obtaining, through a communication network, a plurality of electronic dental charts generated by the plurality of tooth charting systems, the plurality of electronic dental charts being related to a plurality of patients; for each of the obtained electronic dental charts: extracting at least a portion of an image representing a tooth or a region of interest and obtaining at least a corresponding item of information characterizing the represented tooth or the represented region of interest; storing the extracted at least a portion of the image and the corresponding item of information in a training data set, training the automatic dental charting system with the training data set.