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2010

Snakules: A Model-Based Active Contour Algorithm for the Annotation of Spicules on Mammography

10 years 8 months ago
Snakules: A Model-Based Active Contour Algorithm for the Annotation of Spicules on Mammography
Abstract--We have developed a novel, model-based active contour algorithm, termed "snakules", for the annotation of spicules on mammography. At each suspect spiculated mass location that has been identified by either a radiologist or a computer-aided detection (CADe) algorithm, we deploy snakules that are converging open-ended active contours also known as snakes. The set of convergent snakules have the ability to deform, grow and adapt to the true spicules in the image, by an attractive process of curve evolution and motion that optimizes the local matching energy. Starting from a natural set of automatically detected candidate points, snakules are deployed in the region around a suspect spiculated mass location. Statistics of prior physical measurements of spiculated masses on mammography are used in the process of detecting the set of candidate points. Observer studies with experienced radiologists to evaluate the performance of snakules demonstrate the potential of the al...
Gautam S. Muralidhar, Alan Conrad Bovik, J. David
Added 22 May 2011
Updated 22 May 2011
Type Journal
Year 2010
Where TMI
Authors Gautam S. Muralidhar, Alan Conrad Bovik, J. David Giese, Mehul P. Sampat, Gary J. Whitman, Tamara Miner Haygood, Tanya W. Stephens, Mia K. Markey
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