A region growing technique adapted to precise micro calcification characterization in mammography
Description
To-day, mammography is the only breast screening technique capable of detecting breast cancer at a very early stage. The presence of a breast tumor is indicated by some features on the mammogram. One sign of malignancy is the presence of clusters of fine, granular micro-calcifications. We present here a new three-step method for detecting and characterizing these micro-calcifications. We design with the detection of potential candidates ('seeds'). The aim of this first step is to detect all the pixels be a micro-calcification. Then we focus on our specific region growing technique which provides an accurate extraction of the shape of the region corresponding to each detected seed. This second step is essential because micro-calcifications shape is a very important feature for the diagnosis. It is then possible to determine precise parameters to characterize these micro-calcifications. (authors)
Availability note (English)
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28060611.pdf
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Additional details
Publishing Information
- Imprint Pagination
- 6 p.
- Report number
- CEA-CONF--12446
Conference
- Title
- Applications of digital image processing XIX.
- Acronym
- International Symposium on Optical Science
- Dates
- 4-9 Aug 1996.
- Place
- Denver, CO (United States).
INIS
- Country of Publication
- France
- Country of Input or Organization
- France
- INIS RN
- 28060611
- Subject category
- S75: CONDENSED MATTER PHYSICS, SUPERCONDUCTIVITY AND SUPERFLUIDITY;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- DIAGNOSTIC TECHNIQUES; IMAGES; MAMMARY GLANDS; NEOPLASMS; X-RAY DIFFRACTION
- Descriptors DEC
- BODY; COHERENT SCATTERING; DIFFRACTION; DISEASES; GLANDS; ORGANS; SCATTERING
Optional Information
- Notes
- 4 refs.