Training of an MTANN for distinction between lesions and non-lesions in a CAD scheme for detection of lesions in medical images. The teaching image for a lesion contains a Gaussian distribution; that for a non-lesion contains zero (completely dark). After the training, the MTANN expects to enhance lesions and suppress non-lesions.