Guided review by frequent itemset mining: additional evidence for plaque detection

Publication

Guided review by frequent itemset mining: additional evidence for plaque detection

Journal Paper/Review - Mar 11, 2009

Saur Stefan C, Alkadhi Hatem, Desbiolles Lotus, Fuchs Thomas J, Székely Gábor, Cattin Philippe C

Citation

Saur S, Alkadhi H, Desbiolles L, Fuchs T, Székely G, Cattin P. Guided review by frequent itemset mining: additional evidence for plaque detection. Int J Comput Assist Radiol Surg 2009; 4:263-71.

Type

Journal Paper/Review (English)

Journal

Int J Comput Assist Radiol Surg 2009; 4

Publication Date

Mar 11, 2009

Issn Electronic

1861-6429

Pages

263-71

Brief description/objective

A guided review process to support manual coronary plaque detection in computed tomography coronary angiography (CTCA) data sets is proposed. The method learns the spatial plaque distribution patterns by using the frequent itemset mining algorithm and uses this knowledge to predict potentially missed plaques during detection.