Automatic segmentation of pulmonary arterial tree in computer tomography images

F. A. Gutiérrez, D. C. Ortega, M. Orkisz, L. F. Uriza, M. Hernández Hoyos

Producción: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

1 Cita (Scopus)

Resumen

Arterial tree segmentation is a major step for pulmonary embolism analysis and detection. The present document proposes a technique applied to CT images already diagnosed as embolism positive. In order to perform the segmentation of the arterial tree, the lung's region is transformed into a mask, so that the processed volume gets reduced. Then, through thresholding, region growing, and morphological operations the arterial tree is segmented in 3D. The proposed technique was evaluated by means of arterial counting in each segmented slice as well as in the original ones. That technique got a 93.72% of arterial matching on six datasets of CT images.

Idioma originalInglés
Título de la publicación alojada2011 6th Colombian Computing Congress, CCC 2011
DOI
EstadoPublicada - 2011
Evento2011 6th Colombian Computing Congress, CCC 2011 - Manizales, Colombia
Duración: 04 may. 201106 may. 2011

Serie de la publicación

Nombre2011 6th Colombian Computing Congress, CCC 2011

Conferencia

Conferencia2011 6th Colombian Computing Congress, CCC 2011
País/TerritorioColombia
CiudadManizales
Período04/05/1106/05/11

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