Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc

José Abel De La Fuente-Arriaga, Edgardo Manuel Felipe-Riverón, Eduardo Garduño-Calderón

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferencia

1 Cita (Scopus)

Resumen

This work presents a methodology for detecting human retina images suspect of glaucoma based on the measurement of displacement of the vascular bundle caused by the growth of the excavation or cup. The results achieved are due to the relative increase in size of the cup or excavation that causes a displacement of the blood vessel bundle to the superior, inferior and nasal optic disc areas. The method consists of the segmentation of the optic disc contour and the vascular bundle located within it, and calculation of its displacement from its normal position using the chessboard metric. The method was successful in 62 images of a total of 67, achieving an accuracy of 93.02% of sensitivity and 91.66% of specificity in the pre-diagnosis. © Springer-Verlag 2013.
Idioma originalInglés estadounidense
Título de la publicación alojadaDetection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc
Páginas520-531
Número de páginas466
ISBN (versión digital)9783642451133
DOI
EstadoPublicada - 1 dic 2013
EventoLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) -
Duración: 1 ene 2014 → …

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen8265 LNAI
ISSN (versión impresa)0302-9743

Conferencia

ConferenciaLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Período1/01/14 → …

Huella dactilar

Retina
Excavation
Optics
Bundle
Blood vessels
Blood Vessels
Specificity
Segmentation
Metric
Methodology
Human

Citar esto

De La Fuente-Arriaga, J. A., Felipe-Riverón, E. M., & Garduño-Calderón, E. (2013). Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc. En Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc (pp. 520-531). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8265 LNAI). https://doi.org/10.1007/978-3-642-45114-0_41
De La Fuente-Arriaga, José Abel ; Felipe-Riverón, Edgardo Manuel ; Garduño-Calderón, Eduardo. / Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc. Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc. 2013. pp. 520-531 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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abstract = "This work presents a methodology for detecting human retina images suspect of glaucoma based on the measurement of displacement of the vascular bundle caused by the growth of the excavation or cup. The results achieved are due to the relative increase in size of the cup or excavation that causes a displacement of the blood vessel bundle to the superior, inferior and nasal optic disc areas. The method consists of the segmentation of the optic disc contour and the vascular bundle located within it, and calculation of its displacement from its normal position using the chessboard metric. The method was successful in 62 images of a total of 67, achieving an accuracy of 93.02{\%} of sensitivity and 91.66{\%} of specificity in the pre-diagnosis. {\circledC} Springer-Verlag 2013.",
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De La Fuente-Arriaga, JA, Felipe-Riverón, EM & Garduño-Calderón, E 2013, Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc. En Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8265 LNAI, pp. 520-531, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 1/01/14. https://doi.org/10.1007/978-3-642-45114-0_41

Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc. / De La Fuente-Arriaga, José Abel; Felipe-Riverón, Edgardo Manuel; Garduño-Calderón, Eduardo.

Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc. 2013. p. 520-531 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8265 LNAI).

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferencia

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De La Fuente-Arriaga JA, Felipe-Riverón EM, Garduño-Calderón E. Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc. En Detection of human retina images suspect of glaucoma through the vascular bundle displacement in the optic disc. 2013. p. 520-531. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-642-45114-0_41