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

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 - 2004

Access to Document

10.1109/TMI.2004.828675

Permanent link

Persistent link

Cite this

@article{23c9fd6bd2b34dfd9c20dbdcd332dea9,

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)",

year = "2004",

doi = "10.1109/TMI.2004.828675",

language = "English",

volume = "23",

pages = "1077--1086",

journal = "IEEE Transactions on Medical Imaging",

issn = "0278-0062",

publisher = "IEEE Press",

number = "9",

}

TY - JOUR

T1 - Linear structures in mammographic images: detection and classification

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)

PY - 2004

Y1 - 2004

N2 - 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

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

U2 - 10.1109/TMI.2004.828675

DO - 10.1109/TMI.2004.828675

M3 - Article

SN - 0278-0062

VL - 23

SP - 1077

EP - 1086

JO - IEEE Transactions on Medical Imaging

JF - IEEE Transactions on Medical Imaging

IS - 9

ER -

Linear structures in mammographic images: detection and classification

Abstract

Access to Document

Permanent link

Fingerprint

Cite this