Review: Segmentation and classification methods of 3D medical images / 中国医疗器械杂志
Chinese Journal of Medical Instrumentation
;
(6): 197-206, 2002.
Artigo
em Chinês
| WPRIM
| ID: wpr-344254
ABSTRACT
This paper presents a survey of recent publications (published in 1990 or later) concerning segmentation and classification of medical images. These methods will be classified into six types cluster (threshold), statistics methods, deformable contour, region growing, mathematics morphology, nonlinear methods (fuzzy segmentation, neural networks, genetic algorithm) and 3D model. Each of the major classes of image segmentation and classification techniques and several specific examples of each class of algorithm are described respectively in detail. At last, the developing trend of 3D medical image is also discussed.
Texto completo:
DisponíveL
Índice:
WPRIM (Pacífico Ocidental)
Assunto principal:
Algoritmos
/
Processamento de Imagem Assistida por Computador
/
Inteligência Artificial
/
Análise por Conglomerados
/
Estudos Retrospectivos
/
Modelos Estatísticos
/
Armazenamento e Recuperação da Informação
/
Redes Neurais de Computação
/
Métodos
Tipo de estudo:
Estudo observacional
/
Fatores de risco
Limite:
Humanos
Idioma:
Chinês
Revista:
Chinese Journal of Medical Instrumentation
Ano de publicação:
2002
Tipo de documento:
Artigo
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