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Neural snakes: An active contour mod...

Stapinski, Alexei S.

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Neural snakes: An active contour model using neural networks for mammogram segmentation.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Neural snakes: An active contour model using neural networks for mammogram segmentation./
Author:	Stapinski, Alexei S.
Description:	101 p.
Notes:	Source: Masters Abstracts International, Volume: 42-03, page: 0975.
Contained By:	Masters Abstracts International42-03.
Subject:	Computer Science. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=MQ85099
ISBN:	0612850994

Neural snakes: An active contour model using neural networks for mammogram segmentation.
Stapinski, Alexei S.

Neural snakes: An active contour model using neural networks for mammogram segmentation. - 101 p.

Source: Masters Abstracts International, Volume: 42-03, page: 0975.

Thesis (M.Sc.)--University of Guelph (Canada), 2003.

Computer-Aided Diagnosis of Mammograms is a developing research area. The use of a computer system as a second reader for the Radiologists is appealing as a means of increasing diagnosis accuracy. Multiple steps are present in Computer-Aided Diagnosis systems, including a segmentation of the breast from the rest of the mammogram.

ISBN: 0612850994Subjects--Topical Terms:

626642
Computer Science.

Neural snakes: An active contour model using neural networks for mammogram segmentation.
LDR:01644nmm 2200301 4500 001 1848274
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008 130614s2003 eng d
020 $a 0612850994
035 $a (UnM)AAIMQ85099
035 $a AAIMQ85099
040 $a UnM $c UnM
100 1 $a Stapinski, Alexei S. $3 1936289
245 1 0 $a Neural snakes: An active contour model using neural networks for mammogram segmentation.
300 $a 101 p.
500 $a Source: Masters Abstracts International, Volume: 42-03, page: 0975.
500 $a Adviser: Michael Wirth.
502 $a Thesis (M.Sc.)--University of Guelph (Canada), 2003.
520 $a Computer-Aided Diagnosis of Mammograms is a developing research area. The use of a computer system as a second reader for the Radiologists is appealing as a means of increasing diagnosis accuracy. Multiple steps are present in Computer-Aided Diagnosis systems, including a segmentation of the breast from the rest of the mammogram.
520 $a A fully automated method for a true border mammogram segmentation is detailed. The method makes use of Active Contours or "Snakes" as a means of locating the true border. A new derivation of Active Contour, which uses a neural network and is hence dubbed the Neural Snake, is researched and created. Both Snakes are tested, and their behaviour is compared. Future work on Neural Snakes is detailed.
590 $a School code: 0081.
650 4 $a Computer Science. $3 626642
650 4 $a Health Sciences, Radiology. $3 1019076
650 4 $a Artificial Intelligence. $3 769149
690 $a 0984
690 $a 0574
690 $a 0800
710 2 0 $a University of Guelph (Canada). $3 1018650
773 0 $t Masters Abstracts International $g 42-03.
790 1 0 $a Wirth, Michael, $e advisor
790 $a 0081
791 $a M.Sc.
792 $a 2003
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=MQ85099