Contextual detection of ischemic regions in ultra-wide-field-of-view retinal fluorescein angiograms

E. Trueco, C. R. Buchanan, T. Aslam, B. Dhillon

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We report a novel prototype algorithm using contextual knowledge to locate ischemic regions in ultra-wide-field-of-view retinal fluorescein angiograms. We use high-resolution images acquired by an Optos ultra-wide-field-of-view (more than 200 degrees) scanning laser ophthalmoscope. We leverage the simultaneous occurrence of ischemia with a number of other signs, detected automatically, typical for the state of progress of the condition in a diabetic patient The specific nature of ischemic and non-ischemic regions is determined with an AdaBoost learning algorithm. Preliminary results demonstrate above 80% pixel classification accuracy against manual annotations. © 2007 IEEE.

Original languageEnglish
Title of host publication29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07
Pages6739-6742
Number of pages4
DOIs
Publication statusPublished - 2007
Event29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society - Lyon, France
Duration: 23 Aug 200726 Aug 2007

Conference

Conference29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society
Abbreviated titleEMBC'07
CountryFrance
CityLyon
Period23/08/0726/08/07

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Fluorescein
Angiography
Ophthalmoscopes
Lasers
Ischemia
Learning

Cite this

Trueco, E., Buchanan, C. R., Aslam, T., & Dhillon, B. (2007). Contextual detection of ischemic regions in ultra-wide-field-of-view retinal fluorescein angiograms. In 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07 (pp. 6739-6742) https://doi.org/10.1109/IEMBS.2007.4353908
Trueco, E. ; Buchanan, C. R. ; Aslam, T. ; Dhillon, B. / Contextual detection of ischemic regions in ultra-wide-field-of-view retinal fluorescein angiograms. 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07. 2007. pp. 6739-6742
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Trueco, E, Buchanan, CR, Aslam, T & Dhillon, B 2007, Contextual detection of ischemic regions in ultra-wide-field-of-view retinal fluorescein angiograms. in 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07. pp. 6739-6742, 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society , Lyon, France, 23/08/07. https://doi.org/10.1109/IEMBS.2007.4353908

Contextual detection of ischemic regions in ultra-wide-field-of-view retinal fluorescein angiograms. / Trueco, E.; Buchanan, C. R.; Aslam, T.; Dhillon, B.

29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07. 2007. p. 6739-6742.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Trueco E, Buchanan CR, Aslam T, Dhillon B. Contextual detection of ischemic regions in ultra-wide-field-of-view retinal fluorescein angiograms. In 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07. 2007. p. 6739-6742 https://doi.org/10.1109/IEMBS.2007.4353908