Title :
Creutzfeld-Jakob disease-statistical texture analysis of abnormal prion protein
Author :
Nailon, William H. ; Ironside, James W.
Author_Institution :
Edinburgh Univ., UK
Abstract :
Abnormal prion protein found present in the brains of humans afflicted with new variant Creutzfeld-Jakob disease, accumulates as distinct patterns in different brain areas. This has important implications for quantifying patterns of abnormal prion protein. Here, statistical texture analysis was used to calculate local features relating to abnormal prion protein deposition in the molecular (n=10) and granular layer (n=10) of the cerebellum of a new variant Creutzfeld-Jakob disease case. In total, 14 features were calculated on each region of interest. The results presented show that certain statistical features have the ability to discriminate between the two regions studied
Keywords :
brain; diseases; image texture; medical image processing; neurophysiology; proteins; statistical analysis; Creutzfeld-Jakob disease; abnormal prion protein; brains; cerebellum; distinct patterns; granular layer; local features; molecular layer; new variant Creutzfeld-Jakob disease; statistical features; statistical texture analysis; Biomedical imaging; Brain; Central nervous system; Diseases; Hospitals; Humans; Pathology; Pattern analysis; Proteins; Surveillance;
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-5674-8
DOI :
10.1109/IEMBS.1999.804159