Avtor/Urednik		Mrkvička, Tomaš; Mattfeldt, Torsten
Naslov		Testing histological images of mammary tissues on compatibility with the Boolean model of random sets
Tip		članek
Vir		Image Anal Stereol
Vol. in št.		Letnik 30, št. 1
Leto izdaje		2011
Obseg		str. 11-8
Jezik		eng
Abstrakt		Methods for testing the Boolean model assumption from binary images are briefly reviewed. Two hundred binary images of mammary cancer tissue and 200 images of mastopathic tissue were tested individually on the Boolean model assumption. In a previous paper, it had been found that a Monte Carlo method based on the approximation of the envelopes by a multi-normal distribution with the normalized intrinsic volume densities of parallel sets as a summary statistics had the highest power for this purpose. Hence, this method was used here as its first application to real biomedical data. It was found that mastopathic tissue deviates from the Boolean model significantly more strongly than mammary cancer tissue does.
Deskriptorji		BREAST NEOPLASMS IMAGE PROCESSING, COMPUTER-ASSISTED RANDOM ALLOCATION MONTE CARLO METHOD