Sistema de reconhecimento do tecido mamário em mamografias digitais

Name: Sistema de reconhecimento do tecido mamário em mamografias digitais
Brand: Edicoes Nosso Conhecimento
SKU: 9786209959639
Price: 5200.0 INR
Availability: InStock

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ISBN13: 9786209959639
Binding: Paperback
Subject: N/A
Publisher: Edicoes Nosso Conhecimento
Publisher Imprint: Edicoes Nosso Conhecimento
Publication Date: April 21, 2026
Pages: 52
Original Price: USD 58.0
Language: Portuguese
Edition: N/A
Item Weight: 82 grams
BISAC Subject(s): General

About The Book

O cancro da mama � o tipo de cancro mais comum nas mulheres em todo o mundo. O m�todo convencional de inspe��o visual para a dete��o precoce do cancro da mama � pouco pr�tico, n�o � reprodut�vel e pode fornecer resultados amb�guos. A dete��o precoce do cancro da mama aumenta significativamente as hip�teses de sobreviv�ncia. Por conseguinte, � extremamente necess�rio um m�todo computadorizado totalmente automatizado, preciso e fi�vel. Este livro, portanto, apresenta uma nova m�trica de sucesso do sistema CAD para a dete��o de regi�es anormais na mamografia utilizando t�cnicas de processamento de imagem. Foram utilizados dois m�todos para atingir este objetivo: o primeiro � um sistema totalmente autom�tico que utiliza um filtro de choque, com a capacidade de remover o fundo, o ru�do e o m�sculo peitoral, podendo tamb�m aumentar o contraste na regi�o anormal da mamografia. O segundo m�todo � um sistema semiautom�tico, que consiste em tr�s fases: selecionar uma subimagem, extrair caracter�sticas e classificar essas caracter�sticas atrav�s da An�lise Discriminante Linear (LDA) com uma precis�o de 96,8%. O sistema � �til especialmente para m�dicos na dete��o de �reas anormais em mamografias em tempo real ou para qualquer outra pessoa que possa estar interessada no desenvolvimento de investiga��o de sistemas CAD para diagnosticar o cancro da mama em fases precoces.

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