Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312464032> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4312464032 abstract "One complication of diabetes is diabetic retinopathy (DR) and is a very common eye disease. It is one of the primary causes of blindness worldwide. Traditionally, a physician identifies the presence of vitals manually when diagnosing the image of the retina of the eye of the people suffering from Diabetic Retinopathy. It is a difficult, time-taking, manual, and skill-oriented task. This paper's aim is to create a system that can automatically analyze the images of the retina and tells about the severity of the disease. This has been achieved by modelling an improved Convolutional Neural Network based model using the transfer learning techniques and various efficientNet models like efficientNet-B1, efficientNet-B2, efficientNet-B3, efficientNet-B4 and efficientNet-B5. This research work uses the dataset provided by Kaggle Community. The efficientNet-B5 model results show an accuracy of 98.91% and a validation kappa score of 0.9308." @default.
- W4312464032 created "2023-01-04" @default.
- W4312464032 creator A5036812595 @default.
- W4312464032 creator A5052502827 @default.
- W4312464032 date "2022-10-13" @default.
- W4312464032 modified "2023-09-28" @default.
- W4312464032 title "Classification of Diabetic Retinopathy Disease with Improved Transfer Learning Techniques using EfficientNets" @default.
- W4312464032 cites W2986571423 @default.
- W4312464032 cites W3119205438 @default.
- W4312464032 cites W3135475181 @default.
- W4312464032 cites W3154938268 @default.
- W4312464032 cites W3156060793 @default.
- W4312464032 doi "https://doi.org/10.1109/icrito56286.2022.9965087" @default.
- W4312464032 hasPublicationYear "2022" @default.
- W4312464032 type Work @default.
- W4312464032 citedByCount "0" @default.
- W4312464032 crossrefType "proceedings-article" @default.
- W4312464032 hasAuthorship W4312464032A5036812595 @default.
- W4312464032 hasAuthorship W4312464032A5052502827 @default.
- W4312464032 hasConcept C119767625 @default.
- W4312464032 hasConcept C119857082 @default.
- W4312464032 hasConcept C134018914 @default.
- W4312464032 hasConcept C150899416 @default.
- W4312464032 hasConcept C154945302 @default.
- W4312464032 hasConcept C15744967 @default.
- W4312464032 hasConcept C162324750 @default.
- W4312464032 hasConcept C169760540 @default.
- W4312464032 hasConcept C187736073 @default.
- W4312464032 hasConcept C2777093970 @default.
- W4312464032 hasConcept C2778313320 @default.
- W4312464032 hasConcept C2778376644 @default.
- W4312464032 hasConcept C2779234561 @default.
- W4312464032 hasConcept C2779829184 @default.
- W4312464032 hasConcept C2779918416 @default.
- W4312464032 hasConcept C2780451532 @default.
- W4312464032 hasConcept C2780929884 @default.
- W4312464032 hasConcept C41008148 @default.
- W4312464032 hasConcept C54355233 @default.
- W4312464032 hasConcept C555293320 @default.
- W4312464032 hasConcept C71924100 @default.
- W4312464032 hasConcept C81363708 @default.
- W4312464032 hasConcept C86803240 @default.
- W4312464032 hasConceptScore W4312464032C119767625 @default.
- W4312464032 hasConceptScore W4312464032C119857082 @default.
- W4312464032 hasConceptScore W4312464032C134018914 @default.
- W4312464032 hasConceptScore W4312464032C150899416 @default.
- W4312464032 hasConceptScore W4312464032C154945302 @default.
- W4312464032 hasConceptScore W4312464032C15744967 @default.
- W4312464032 hasConceptScore W4312464032C162324750 @default.
- W4312464032 hasConceptScore W4312464032C169760540 @default.
- W4312464032 hasConceptScore W4312464032C187736073 @default.
- W4312464032 hasConceptScore W4312464032C2777093970 @default.
- W4312464032 hasConceptScore W4312464032C2778313320 @default.
- W4312464032 hasConceptScore W4312464032C2778376644 @default.
- W4312464032 hasConceptScore W4312464032C2779234561 @default.
- W4312464032 hasConceptScore W4312464032C2779829184 @default.
- W4312464032 hasConceptScore W4312464032C2779918416 @default.
- W4312464032 hasConceptScore W4312464032C2780451532 @default.
- W4312464032 hasConceptScore W4312464032C2780929884 @default.
- W4312464032 hasConceptScore W4312464032C41008148 @default.
- W4312464032 hasConceptScore W4312464032C54355233 @default.
- W4312464032 hasConceptScore W4312464032C555293320 @default.
- W4312464032 hasConceptScore W4312464032C71924100 @default.
- W4312464032 hasConceptScore W4312464032C81363708 @default.
- W4312464032 hasConceptScore W4312464032C86803240 @default.
- W4312464032 hasLocation W43124640321 @default.
- W4312464032 hasOpenAccess W4312464032 @default.
- W4312464032 hasPrimaryLocation W43124640321 @default.
- W4312464032 hasRelatedWork W1809594647 @default.
- W4312464032 hasRelatedWork W1982694306 @default.
- W4312464032 hasRelatedWork W2386576987 @default.
- W4312464032 hasRelatedWork W2392526831 @default.
- W4312464032 hasRelatedWork W2898850272 @default.
- W4312464032 hasRelatedWork W3047603971 @default.
- W4312464032 hasRelatedWork W4300830012 @default.
- W4312464032 hasRelatedWork W4313050734 @default.
- W4312464032 hasRelatedWork W4366224123 @default.
- W4312464032 hasRelatedWork W82784959 @default.
- W4312464032 isParatext "false" @default.
- W4312464032 isRetracted "false" @default.
- W4312464032 workType "article" @default.