A fast lesion registration to assist coronary heart disease diagnosis in CTA images

Maria A. Zuluaga, Marcela Hernández Hoyos, Julio C. Dávila, Luis F. Uriza, MacIej Orkisz

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

2 Citas (Scopus)

Resumen

This work introduces a 3D+t coronary registration strategy to minimize the navigation among cardiac phases during the process of ischaemic heart disease diagnosis. We propose to register image sub-volumes containing suspected arterial lesions at two cardiac phases, instead of performing a registration of the complete cardiac volume through the whole cardiac cycle. The method first automatically defines the extent of the sub-volumes to be aligned, then the registration is performed in two steps: a coarse rigid alignment and a deformable registration. Our method provides comparable results and is computationally less expensive than previous approaches that make use of larger spatial and temporal information.

Idioma originalInglés
Título de la publicación alojadaComputer Vision and Graphics - International Conference, ICCVG 2012, Proceedings
EditorialSpringer Verlag
Páginas710-717
Número de páginas8
ISBN (versión impresa)9783642335631
DOI
EstadoPublicada - 2012
Publicado de forma externa
EventoInternational Conference on Computer Vision and Graphics, ICCVG 2012 - Warsaw, Polonia
Duración: 24 sep. 201226 sep. 2012

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen7594 LNCS
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

ConferenciaInternational Conference on Computer Vision and Graphics, ICCVG 2012
País/TerritorioPolonia
CiudadWarsaw
Período24/09/1226/09/12

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