1M0572 GA MŠMT - Ministerstvo školství, mládeže a tělovýchovy
CEZ
AV0Z10750506 - UTIA-B (2005-2011)
Anotace
Paper adresses the problem of diagnosing of diseases of thyroid gland using sonogram images. The set of images of thyroid gland of patients with known diagnosis is used for learning. Then diagnosing is performed with images from unknown patient. Inference is based on Bayesian framework. Gaussian mixture model is used for modelling of pattern feature vector. Method is tested on sample of patients with and without Hashimoto's lymphocytic thyroiditis, using leave-one-out method.
