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Neural snakes: An active contour mod...

Stapinski, Alexei S.

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

紀錄類型:	書目-電子資源 : 單行本
正題名/作者:	Neural snakes: An active contour model using neural networks for mammogram segmentation./
作者:	Stapinski, Alexei S.
面頁冊數:	101 p.
附註:	Source: Masters Abstracts International, Volume: 42-03, page: 0975.
Contained By:	Masters Abstracts International42-03.
標題:	Computer Science. -
電子資源:	Download fulltext (下載全文)
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:

1000005419
Computer Science.

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