naa a22 4500 510779735 CHVBK 20180411083242.0 cr unu---uuuuu 180411e20130801xx s 000 0 eng 10.1007/s11892-013-0393-9 doi (NATIONALLICENCE)springer-10.1007/s11892-013-0393-9 Automated Analysis of Diabetic Retinopathy Images: Principles, Recent Developments, and Emerging Trends [Elektronische Daten] [Baoxin Li, Helen Li] Diabetic retinopathy (DR) is a vision-threatening complication of diabetes. Timely diagnosis and intervention are essential for treatment that reduces the risk of vision loss. A good color retinal (fundus) photograph can be used as a surrogate for face-to-face evaluation of DR. The use of computers to assist or fully automate DR evaluation from retinal images has been studied for many years. Early work showed promising results for algorithms in detecting and classifying DR pathology. Newer techniques include those that adapt machine learning technology to DR image analysis. Challenges remain, however, that must be overcome before fully automatic DR detection and analysis systems become practical clinical tools. Springer Science+Business Media New York, 2013 Diabetic retinopathy nationallicence Computer-aided diagnosis nationallicence Fundus photography nationallicence Image analysis nationallicence Machine learning nationallicence Li Baoxin School of Computing, Informatics & Decision Systems Engineering, Arizona State University, 699 S Mill AVE #553, 85281, Tempe, AZ, USA aut Li Helen Weill Cornell Medical College / The Methodist Hospital, Houston, TX, USA aut Current Diabetes Reports Springer US; http://www.springer-ny.com 13/4(2013-08-01), 453-459 1534-4827 13:4<453 2013 13 11892 https://doi.org/10.1007/s11892-013-0393-9 text/html Onlinezugriff via DOI 1 review-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s11892-013-0393-9 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Li Baoxin School of Computing, Informatics & Decision Systems Engineering, Arizona State University, 699 S Mill AVE #553, 85281, Tempe, AZ, USA aut NATIONALLICENCE 700 1- Li Helen Weill Cornell Medical College / The Methodist Hospital, Houston, TX, USA aut NATIONALLICENCE 773 0- Current Diabetes Reports Springer US; http://www.springer-ny.com 13/4(2013-08-01), 453-459 1534-4827 13:4<453 2013 13 11892 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer