Matches in SemOpenAlex for { <https://semopenalex.org/work/W3012438925> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3012438925 abstract "In this work, we present an end-to-end deep learning framework for X-ray image diagnosis. As the first step, our system determines whether a submitted image is an X-ray or not. After it classifies the type of the X-ray, it runs the dedicated abnormality classification network. In this work, we only focus on the chest X-rays for abnormality classification. However, the system can be extended to other X-ray types easily. Our deep learning classifiers are based on DenseNet-121 architecture. The test set accuracy obtained for 'X-ray or Not', 'X-ray Type Classification', and 'Chest Abnormality Classification' tasks are 0.987, 0.976, and 0.947, respectively, resulting into an end-to-end accuracy of 0.91. For achieving better results than the state-of-the-art in the 'Chest Abnormality Classification', we utilize the new RAdam optimizer. We also use Gradient-weighted Class Activation Mapping for visual explanation of the results. Our results show the feasibility of a generalized online projectional radiography diagnosis system." @default.
- W3012438925 created "2020-03-23" @default.
- W3012438925 creator A5044782949 @default.
- W3012438925 creator A5054710162 @default.
- W3012438925 creator A5071916620 @default.
- W3012438925 creator A5073293851 @default.
- W3012438925 creator A5073834691 @default.
- W3012438925 date "2020-03-19" @default.
- W3012438925 modified "2023-09-27" @default.
- W3012438925 title "End-to-End Deep Diagnosis of X-ray Images" @default.
- W3012438925 cites W1969786749 @default.
- W3012438925 cites W2108598243 @default.
- W3012438925 cites W2307535535 @default.
- W3012438925 cites W2560725027 @default.
- W3012438925 cites W2751970356 @default.
- W3012438925 cites W2792021533 @default.
- W3012438925 cites W2803124023 @default.
- W3012438925 cites W2899771611 @default.
- W3012438925 cites W2903444831 @default.
- W3012438925 cites W2905810301 @default.
- W3012438925 cites W2910913949 @default.
- W3012438925 cites W2914826240 @default.
- W3012438925 cites W2963446712 @default.
- W3012438925 cites W2994689640 @default.
- W3012438925 cites W2996037775 @default.
- W3012438925 cites W3101156210 @default.
- W3012438925 cites W3102564565 @default.
- W3012438925 hasPublicationYear "2020" @default.
- W3012438925 type Work @default.
- W3012438925 sameAs 3012438925 @default.
- W3012438925 citedByCount "0" @default.
- W3012438925 crossrefType "posted-content" @default.
- W3012438925 hasAuthorship W3012438925A5044782949 @default.
- W3012438925 hasAuthorship W3012438925A5054710162 @default.
- W3012438925 hasAuthorship W3012438925A5071916620 @default.
- W3012438925 hasAuthorship W3012438925A5073293851 @default.
- W3012438925 hasAuthorship W3012438925A5073834691 @default.
- W3012438925 hasConcept C108583219 @default.
- W3012438925 hasConcept C115961682 @default.
- W3012438925 hasConcept C118552586 @default.
- W3012438925 hasConcept C120665830 @default.
- W3012438925 hasConcept C121332964 @default.
- W3012438925 hasConcept C153180895 @default.
- W3012438925 hasConcept C154945302 @default.
- W3012438925 hasConcept C169903167 @default.
- W3012438925 hasConcept C177264268 @default.
- W3012438925 hasConcept C192209626 @default.
- W3012438925 hasConcept C199360897 @default.
- W3012438925 hasConcept C2777212361 @default.
- W3012438925 hasConcept C2779328170 @default.
- W3012438925 hasConcept C41008148 @default.
- W3012438925 hasConcept C50965678 @default.
- W3012438925 hasConcept C71924100 @default.
- W3012438925 hasConcept C74296488 @default.
- W3012438925 hasConcept C75294576 @default.
- W3012438925 hasConceptScore W3012438925C108583219 @default.
- W3012438925 hasConceptScore W3012438925C115961682 @default.
- W3012438925 hasConceptScore W3012438925C118552586 @default.
- W3012438925 hasConceptScore W3012438925C120665830 @default.
- W3012438925 hasConceptScore W3012438925C121332964 @default.
- W3012438925 hasConceptScore W3012438925C153180895 @default.
- W3012438925 hasConceptScore W3012438925C154945302 @default.
- W3012438925 hasConceptScore W3012438925C169903167 @default.
- W3012438925 hasConceptScore W3012438925C177264268 @default.
- W3012438925 hasConceptScore W3012438925C192209626 @default.
- W3012438925 hasConceptScore W3012438925C199360897 @default.
- W3012438925 hasConceptScore W3012438925C2777212361 @default.
- W3012438925 hasConceptScore W3012438925C2779328170 @default.
- W3012438925 hasConceptScore W3012438925C41008148 @default.
- W3012438925 hasConceptScore W3012438925C50965678 @default.
- W3012438925 hasConceptScore W3012438925C71924100 @default.
- W3012438925 hasConceptScore W3012438925C74296488 @default.
- W3012438925 hasConceptScore W3012438925C75294576 @default.
- W3012438925 hasLocation W30124389251 @default.
- W3012438925 hasOpenAccess W3012438925 @default.
- W3012438925 hasPrimaryLocation W30124389251 @default.
- W3012438925 hasRelatedWork W2608804800 @default.
- W3012438925 hasRelatedWork W2936170763 @default.
- W3012438925 hasRelatedWork W2967489548 @default.
- W3012438925 hasRelatedWork W3004831296 @default.
- W3012438925 hasRelatedWork W3026036385 @default.
- W3012438925 hasRelatedWork W3036915796 @default.
- W3012438925 hasRelatedWork W3044985243 @default.
- W3012438925 hasRelatedWork W3047197371 @default.
- W3012438925 hasRelatedWork W3080501881 @default.
- W3012438925 hasRelatedWork W3097257981 @default.
- W3012438925 hasRelatedWork W3101633406 @default.
- W3012438925 hasRelatedWork W3103194435 @default.
- W3012438925 hasRelatedWork W3105748800 @default.
- W3012438925 hasRelatedWork W3114434450 @default.
- W3012438925 hasRelatedWork W3121468755 @default.
- W3012438925 hasRelatedWork W3137876632 @default.
- W3012438925 hasRelatedWork W3169276156 @default.
- W3012438925 hasRelatedWork W3176442513 @default.
- W3012438925 hasRelatedWork W3177553825 @default.
- W3012438925 hasRelatedWork W3201914259 @default.
- W3012438925 isParatext "false" @default.
- W3012438925 isRetracted "false" @default.
- W3012438925 magId "3012438925" @default.
- W3012438925 workType "article" @default.