Multiscale representation for automatic identification of structures in medical images.
The identification of structures is a key step in several applications of medical imaging. In this work we propose a method for the identification of structures using a multiscale approach with inclusion of a priori information about the searched objects. After describing the image structures in the multiscale representation, a matching step determines which structure most likely corresponds to the target. Patterns are generated by previous application of the method to a set of images. We present a prototype for identifying structures in 2D images. A set of experiments was carried out to evaluate the prototype leading to encouraging results.
Rebelo
M S
MS
Heart Institute InCor, University of Sao Paulo Medical School, Sao Paulo, Brazil. marina.rebelo@incor.usp.br <marina.rebelo@incor.usp.br>
Furuie
S S
SS
Gutierrez
M A
MA
Costa
E T
ET
Moura
L A
LA
D006801:Humans; D007090:Image Interpretation, Computer-Assisted / Q000379:methods*; D016014:Linear Models; D019047:Phantoms, Imaging / Q000706:statistics & numerical data