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Master's Dissertation
DOI
10.11606/D.18.2010.tde-24062010-155737
Document
Author
Full name
Bruno Roberto Nepomuceno Matheus
Institute/School/College
Knowledge Area
Date of Defense
Published
São Carlos, 2010
Supervisor
Committee
Schiabel, Homero (President)
Gutierrez, Marco Antonio
Traina Junior, Caetano
Title in Portuguese
BancoWeb: base de imagens mamográficas para auxílio em avaliações de esquemas CAD
Keywords in Portuguese
Avaliação de CAD
Base de imagens
Diagnóstico auxiliado por computador (CAD)
Mamografia
Abstract in Portuguese
Este trabalho teve como objetivo desenvolver uma base de imagens mamográficas online com acesso público para desenvolvimento, testes e avaliação comparativa de esquemas computadorizados de auxilio ao diagnóstico (CADs). A base contem imagens de vários hospitais, com grande variedade de laudos, também disponíveis na base assim como informações sobre dados clínicos (não confidenciais) dos pacientes. Uma interface detalhada foi criada para permitir o fácil acesso público, permitindo o uso de ferramentas de busca, recorte, analise estatística e inserção remota de imagens, entre outras. Testes comparativos com bases já existentes e amplamente usadas mostraram que a base desenvolvida tem quantidade e qualidade de imagens comparável ou superior as outras, além de oferecer uma quantidade de ferramentas muito maior.
Title in English
Mammographic image database for CAD schemes evaluation
Keywords in English
CAD evaluation
Computer-aided diagnosis
Images database
Mammography
Abstract in English
This work has the objective of developing an online mamographic image database with public access for development, test and evaluation of computer-aided diagnosis (CAD). The database contains images from several hospitals, with great variety of medical reports, also available on the database together with other clinical information (not classified) from the patient. A detailed interface was developed to allow easy public access, allowing the use of tools for search, clipping, statistical analyses, remote insertion and others. Comparative test with other already existing databases shown that the presented database has quantity and quality comparable or superior to the others and offers a greater set of tools for the user.
 
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Bruno.pdf (3.99 Mbytes)
Publishing Date
2010-07-14
 
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