Linear structures in mammographic images: detection and classification

R. Zwiggelaar; S. M. Astley; C. R. M. Boggis

doi:10.1109/TMI.2004.828675

Linear structures in mammographic images: detection and classification

R. Zwiggelaar, S. M. Astley, C. R. M. Boggis

School of Computing Sciences

Research output: Contribution to journal › Article › peer-review

123 Citations (Scopus)

Abstract

We describe methods for detecting linear structures in mammograms, and for classifying them into anatomical types (vessels, spicules, ducts, etc). Several different detection methods are compared, using realistic synthetic images and receiver operating characteristic (ROC) analysis. There are significant differences (p

Original language	English
Pages (from-to)	1077-1086
Number of pages	10
Journal	IEEE Transactions on Medical Imaging
Volume	23
Issue number	9
DOIs	https://doi.org/10.1109/TMI.2004.828675
Publication status	Published - 2003

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10.1109/TMI.2004.828675

Cite this

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title = "Linear structures in mammographic images: detection and classification",

abstract = "We describe methods for detecting linear structures in mammograms, and for classifying them into anatomical types (vessels, spicules, ducts, etc). Several different detection methods are compared, using realistic synthetic images and receiver operating characteristic (ROC) analysis. There are significant differences (p",

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AU - Astley, S. M.

AU - Boggis, C. R. M.

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AB - We describe methods for detecting linear structures in mammograms, and for classifying them into anatomical types (vessels, spicules, ducts, etc). Several different detection methods are compared, using realistic synthetic images and receiver operating characteristic (ROC) analysis. There are significant differences (p

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DO - 10.1109/TMI.2004.828675

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VL - 23

SP - 1077

EP - 1086

JO - IEEE Transactions on Medical Imaging

JF - IEEE Transactions on Medical Imaging

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