Matches in SemOpenAlex for { <https://semopenalex.org/work/W2583567407> ?p ?o ?g. }
- W2583567407 abstract "There are many image classification methods, but it remains unclear which methods are most helpful for analyzing and intelligently identifying ophthalmic images. We select representative slit-lamp images which show the complexity of ocular images as research material to compare image classification algorithms for diagnosing ophthalmic diseases. To facilitate this study, some feature extraction algorithms and classifiers are combined to automatic diagnose pediatric cataract with same dataset and then their performance are compared using multiple criteria. This comparative study reveals the general characteristics of the existing methods for automatic identification of ophthalmic images and provides new insights into the strengths and shortcomings of these methods. The relevant methods (local binary pattern +SVMs, wavelet transformation +SVMs) which achieve an average accuracy of 87% and can be adopted in specific situations to aid doctors in preliminarily disease screening. Furthermore, some methods requiring fewer computational resources and less time could be applied in remote places or mobile devices to assist individuals in understanding the condition of their body. In addition, it would be helpful to accelerate the development of innovative approaches and to apply these methods to assist doctors in diagnosing ophthalmic disease." @default.
- W2583567407 created "2017-02-10" @default.
- W2583567407 creator A5002040255 @default.
- W2583567407 creator A5003053955 @default.
- W2583567407 creator A5003459470 @default.
- W2583567407 creator A5003850660 @default.
- W2583567407 creator A5007293606 @default.
- W2583567407 creator A5012677271 @default.
- W2583567407 creator A5012843253 @default.
- W2583567407 creator A5013047764 @default.
- W2583567407 creator A5027240571 @default.
- W2583567407 creator A5034535783 @default.
- W2583567407 creator A5042428577 @default.
- W2583567407 creator A5058264621 @default.
- W2583567407 creator A5081056231 @default.
- W2583567407 creator A5082151648 @default.
- W2583567407 creator A5088402297 @default.
- W2583567407 creator A5089079624 @default.
- W2583567407 date "2017-01-31" @default.
- W2583567407 modified "2023-10-17" @default.
- W2583567407 title "Comparative analysis of image classification methods for automatic diagnosis of ophthalmic images" @default.
- W2583567407 cites W1269240322 @default.
- W2583567407 cites W1413143527 @default.
- W2583567407 cites W1761602920 @default.
- W2583567407 cites W1897657709 @default.
- W2583567407 cites W1921244095 @default.
- W2583567407 cites W1929045676 @default.
- W2583567407 cites W1930872584 @default.
- W2583567407 cites W195334049 @default.
- W2583567407 cites W1972027273 @default.
- W2583567407 cites W1996551919 @default.
- W2583567407 cites W2040584809 @default.
- W2583567407 cites W2043334495 @default.
- W2583567407 cites W2044465660 @default.
- W2583567407 cites W2103828547 @default.
- W2583567407 cites W2125467935 @default.
- W2583567407 cites W2129812935 @default.
- W2583567407 cites W2133612569 @default.
- W2583567407 cites W2160028189 @default.
- W2583567407 cites W2181053941 @default.
- W2583567407 cites W2185967267 @default.
- W2583567407 cites W2187731819 @default.
- W2583567407 cites W2213132547 @default.
- W2583567407 cites W2231176939 @default.
- W2583567407 cites W2233281143 @default.
- W2583567407 cites W2275053611 @default.
- W2583567407 cites W2276238830 @default.
- W2583567407 cites W2277070532 @default.
- W2583567407 cites W2284361882 @default.
- W2583567407 cites W2290145898 @default.
- W2583567407 cites W2292429248 @default.
- W2583567407 cites W2295198236 @default.
- W2583567407 cites W2299333792 @default.
- W2583567407 cites W2463468632 @default.
- W2583567407 cites W2500440716 @default.
- W2583567407 cites W297895949 @default.
- W2583567407 cites W302394847 @default.
- W2583567407 doi "https://doi.org/10.1038/srep41545" @default.
- W2583567407 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5282520" @default.
- W2583567407 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28139688" @default.
- W2583567407 hasPublicationYear "2017" @default.
- W2583567407 type Work @default.
- W2583567407 sameAs 2583567407 @default.
- W2583567407 citedByCount "38" @default.
- W2583567407 countsByYear W25835674072017 @default.
- W2583567407 countsByYear W25835674072018 @default.
- W2583567407 countsByYear W25835674072019 @default.
- W2583567407 countsByYear W25835674072020 @default.
- W2583567407 countsByYear W25835674072021 @default.
- W2583567407 countsByYear W25835674072022 @default.
- W2583567407 countsByYear W25835674072023 @default.
- W2583567407 crossrefType "journal-article" @default.
- W2583567407 hasAuthorship W2583567407A5002040255 @default.
- W2583567407 hasAuthorship W2583567407A5003053955 @default.
- W2583567407 hasAuthorship W2583567407A5003459470 @default.
- W2583567407 hasAuthorship W2583567407A5003850660 @default.
- W2583567407 hasAuthorship W2583567407A5007293606 @default.
- W2583567407 hasAuthorship W2583567407A5012677271 @default.
- W2583567407 hasAuthorship W2583567407A5012843253 @default.
- W2583567407 hasAuthorship W2583567407A5013047764 @default.
- W2583567407 hasAuthorship W2583567407A5027240571 @default.
- W2583567407 hasAuthorship W2583567407A5034535783 @default.
- W2583567407 hasAuthorship W2583567407A5042428577 @default.
- W2583567407 hasAuthorship W2583567407A5058264621 @default.
- W2583567407 hasAuthorship W2583567407A5081056231 @default.
- W2583567407 hasAuthorship W2583567407A5082151648 @default.
- W2583567407 hasAuthorship W2583567407A5088402297 @default.
- W2583567407 hasAuthorship W2583567407A5089079624 @default.
- W2583567407 hasBestOaLocation W25835674071 @default.
- W2583567407 hasConcept C104317684 @default.
- W2583567407 hasConcept C115961682 @default.
- W2583567407 hasConcept C116834253 @default.
- W2583567407 hasConcept C119857082 @default.
- W2583567407 hasConcept C12267149 @default.
- W2583567407 hasConcept C138885662 @default.
- W2583567407 hasConcept C153180895 @default.
- W2583567407 hasConcept C154945302 @default.
- W2583567407 hasConcept C184297639 @default.
- W2583567407 hasConcept C185592680 @default.
- W2583567407 hasConcept C204241405 @default.