Method for segmentation of IVUS image sequences

Image analysis – Applications – Biomedical applications

Reexamination Certificate

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C382S190000

Reexamination Certificate

active

07397935

ABSTRACT:
Method for performing segmentation of an interior vessel within the body of a patient, the method including obtaining a sequence of intravascular ultrasound images of an interior vessel and dividing the sequence into batches, detecting uninformative regions in each of the batches, the uninformative regions arising from an acoustic shadow cast by guide wire and by calcified plaque within the interior vessel, extracting a preliminary outer boundary of the interior vessel, tracking images in each of the batches to counter various distortions, performing statistical analysis and spatial integration on each of the batches to obtain a classification of blood and tissue regions, extracting a secondary outer boundary of the interior vessel utilizing the classification of blood and tissue regions and refining result, and extracting the inner boundary of the interior vessel based on the classification of blood and tissue regions.

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Claus Dethlefsen et al., “A State-Space Model for a Sequence of Image Characteristics” Department of Mathematics, Institute of Electronics System, Aalborg University, Denmark.
L. Silveira Jr., et al., “Near Infrared Raman Spectroscopy for In Vitro Human Coronary Artery Tissue Identification”, Universidade do Vale do Paraiba, Sao Paulo, Brazil.
Baris Sumengen et al., “Image Segmentation Using Curve Evolution”, Department of Electrical and Computer Engineering, University of California, Santa Barbara, CA 93106-9560.
International Search Report and Written Opinion for PCT/IL2005/000417 (claiming priority from U.S. Appl. No. 10/843,221).

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