A CAD System for the Acquisition and Classification of Breast TMA in Pathology.
Stud Health Technol Inform
; 210: 756-60, 2015.
Article
en En
| MEDLINE
| ID: mdl-25991255
ABSTRACT
Breast cancer is the most common type of cancer and the fifth leading cause of death in women over 40. Therefore, prompt diagnostic and treatment is essential. In this work a TMA Computer Aided Diagnosis (CAD) system has been implemented to provide support to pathologists in their daily work. For that purpose, the tool covers each and every process from the TMA core image acquisition to their individual classification. The first process includes tissue core location, segmentation and rigid registration of digital microscopic images acquired at different magnifications (5x, 10x, 20x, 20x and 40x) from different devices. The classification process allows performing the core classification selecting different types of color models, texture descriptors and classifiers. Finally, the cores are classified into three categories malignant, doubtful and benign.
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Colección:
01-internacional
Banco de datos:
MEDLINE
Asunto principal:
Algoritmos
/
Neoplasias de la Mama
/
Reconocimiento de Normas Patrones Automatizadas
/
Interpretación de Imagen Asistida por Computador
/
Análisis de Matrices Tisulares
/
Microscopía
Tipo de estudio:
Diagnostic_studies
/
Prognostic_studies
Límite:
Female
/
Humans
País/Región como asunto:
Europa
Idioma:
En
Revista:
Stud Health Technol Inform
Asunto de la revista:
INFORMATICA MEDICA
/
PESQUISA EM SERVICOS DE SAUDE
Año:
2015
Tipo del documento:
Article
País de afiliación:
España