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008 230509s2014 sz | o |||| 0|eng d
020 _a9783031016608
024 7 _a10.1007/978-3-031-01660-8
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aRE79.I42
_b2014 EB
100 1 _aOloumi, Faraz
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9688438
245 1 0 _aDigital Image Processing for Ophthalmology :
_bDetection and Modeling of Retinal Vascular Architecture
_cby Faraz Oloumi, Rangaraj Rangayyan, Anna Ells
250 _a1st edition 2014
264 1 _aCham
_bSpringer International Publishing
_c2014
300 _a1 recurso en línea (XXIII, 151 páginas)
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
490 0 _aSynthesis Lectures on Biomedical Engineering
_x1930-0336
505 0 _aPreface -- Acknowledgments -- List of Symbols and Abbreviations -- Introduction -- Computer-aided Analysis of Images of the Retina -- Methods for the Detection of Oriented and Geometrical Patterns -- Databases of Retinal Images and the Experimental Setup -- Detection of Retinal Vasculature -- Modeling of the Major Temporal Arcade -- Potential Clinical Applications -- References -- Authors' Biographies .
520 _aThe monitoring of the effects of retinopathy on the visual system can be assisted by analyzing the vascular architecture of the retina. This book presents methods based on Gabor filters to detect blood vessels in fundus images of the retina. Forty images of the retina from the Digital Retinal Images for Vessel Extraction (DRIVE) database were used to evaluate the performance of the methods. The results demonstrate high efficiency in the detection of blood vessels with an area under the receiver operating characteristic curve of 0.96. Monitoring the openness of the major temporal arcade (MTA) could facilitate improved diagnosis and optimized treatment of retinopathy. This book presents methods for the detection and modeling of the MTA, including the generalized Hough transform to detect parabolic forms. Results obtained with 40 images of the DRIVE database, compared with hand-drawn traces of the MTA, indicate a mean distance to the closest point of about 0.24mm. This book illustrates applications of the methods mentioned above for the analysis of the effects of proliferative diabetic retinopathy and retinopathy of prematurity on retinal vascular architecture.
988 _aSynthesis Collection of Technology_2014
650 7 _2embne
_9223511
_aRetina
_xDiagnóstico por imagen
650 7 _2embne
_9669495
_aProceso de imágenes
700 1 _aRangayyan, Rangaraj M.
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9686111
700 1 _aElls, Anna L.
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9688210
776 0 8 _iPrinted edition:
_z9783031005329
776 0 8 _iPrinted edition:
_z9783031027888
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-01660-8
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b05/2023
_dz
_eIG
_zSI