COMPUTER AIDED SYSTEM FOR DETECTING MASSES IN MAMMOGRAMS

Name: COMPUTER AIDED SYSTEM FOR DETECTING MASSES IN MAMMOGRAMS
Brand: VDM Verlag Dr. Müller
SKU: 9783639123456
Price: 1407 CZK
Availability: InStock

A Two System Development Study

Autor: Mohammed Jirari

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag Dr. Müller

Dostupnost: U nakladatele na objednávku

Odesíláme za 17-27 dnů

1 407 Kč

An intelligent CAD can be very helpful in detecting §masses in the breast earlier and faster than ty...

Informace o knize

Autor

Mohammed Jirari

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2009

Stránek

144

EAN

9783639123456

Enbook ID

06821142

Vydavatel

VDM Verlag Dr. Müller

Rozměry

150 x 220 x 9

Kompletní popis

An intelligent CAD can be very helpful in detecting §masses in the breast earlier and faster than typical §screening programs. Two such systems are presented, §First a system based on Radial Basis neural networks §coupled with feature extraction techniques for §detecting masses in mammograms. Suspicious regions §are identified following a run of the trained neural §network. Co-occurrence matrices are constructed at §different distances for each mammogram. Statistical §features are used to train and test the Radial Basis §neural network. The second system presented was §developed based on linear subtraction and feature §extraction techniques to identify asymmetries §between left and right breast mammograms. This §system is based on the idea that a deviation from §the normal architectural symmetry of the right and §left breasts could indicate a cancerous mass. The §results show that both systems could be helpful to §the radiologist by serving as a second reader in §mammography screening.

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COMPUTER AIDED SYSTEM FOR DETECTING MASSES IN MAMMOGRAMS

A Two System Development Study

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také