Linear structures in mammographic images: detection and classification

C. R. M. Boggis; C. J. Taylor; S. M. Astley; Reyer Zwiggelaar

doi:10.1109/TMI.2004.828675

Linear structures in mammographic images: detection and classification

C. R. M. Boggis
, C. J. Taylor
, S. M. Astley
, Reyer Zwiggelaar

Department of Computer Science

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

126 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 - 2004

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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",

author = "Boggis, \{C. R. M.\} and Taylor, \{C. J.\} and Astley, \{S. M.\} and Reyer Zwiggelaar",

note = "R. Zwiggelaar, S.M. Astley, C.J. Taylor and C.R.M. Boggis, 'Linear structures in mammographic images: detection and classification', IEEE Transaction on Medical Imaging 23 (9), 1077-1086 (2004)",

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language = "English",

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AU - Boggis, C. R. M.

AU - Taylor, C. J.

AU - Astley, S. M.

AU - Zwiggelaar, Reyer

N1 - R. Zwiggelaar, S.M. Astley, C.J. Taylor and C.R.M. Boggis, 'Linear structures in mammographic images: detection and classification', IEEE Transaction on Medical Imaging 23 (9), 1077-1086 (2004)

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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

M3 - Article

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VL - 23

SP - 1077

EP - 1086

JO - IEEE Transactions on Medical Imaging

JF - IEEE Transactions on Medical Imaging

IS - 9

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Linear structures in mammographic images: detection and classification

Abstract

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