Observatorio de I+D+i UPM

Memorias de investigación
Artículos en revistas:
Standardized Evaluation Methodology and Reference Database for Evaluating Coronary Artery Centerline Extraction Algorithms
Año:2009
Áreas de investigación
  • Industria electrónica
Datos
Descripción
Efficiently obtaining a reliable coronary artery centerline from computed tomography angiography data is relevant in clinical practice. Whereas numerous methods have been presented for this purpose, up to now no standardized evaluation methodology has been published to reliably evaluate and compare the performance of the existing or newly developed coronary artery centerline extraction algorithms. This paper describes a standardized evaluation methodology and reference database for the quantitative evaluation of coronary artery centerline extraction algorithms. The contribution of this work is fourfold: (1) a method is described to create a consensus centerline with multiple observers, (2) well-defined measures are presented for the evaluation of coronary artery centerline extraction algorithms, (3) a database containing 32 cardiac CTA datasets with corresponding reference standard is described and made available, and (4) 13 coronary artery centerline extraction algorithms, implemented by different research groups, are quantitatively evaluated and compared. The presented evaluation framework is made available to the medical imaging community for benchmarking existing or newly developed coronary centerline extraction algorithms.
Internacional
Si
JCR del ISI
Si
Título de la revista
MEDICAL IMAGE ANALYSIS
ISSN
1361-8415
Factor de impacto JCR
3,602
Información de impacto
Volumen
13
DOI
10.1016/j.media.2009.06.003
Número de revista
5
Desde la página
701
Hasta la página
714
Mes
OCTUBRE
Ranking
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Miguel Angel Luengo Oroz (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Tecnología de imágenes biomédicas
  • Departamento: Ingeniería Electrónica
S2i 2022 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
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