Matches in SemOpenAlex for { <https://semopenalex.org/work/W4301480577> ?p ?o ?g. }
Showing items 1 to 66 of
66
with 100 items per page.
- W4301480577 abstract "Autoencoders have been recently used for encoding medical images. In this study, we design and validate a new framework for retrieving medical images by classifying Radon projections, compressed in the deepest layer of an autoencoder. As the autoencoder reduces the dimensionality, a multilayer perceptron (MLP) can be employed to classify the images. The integration of MLP promotes a rather shallow learning architecture which makes the training faster. We conducted a comparative study to examine the capabilities of autoencoders for different inputs such as raw images, Histogram of Oriented Gradients (HOG) and normalized Radon projections. Our framework is benchmarked on IRMA dataset containing $14,410$ x-ray images distributed across $57$ different classes. Experiments show an IRMA error of $313$ (equivalent to $approx 82%$ accuracy) outperforming state-of-the-art works on retrieval from IRMA dataset using autoencoders." @default.
- W4301480577 created "2022-10-05" @default.
- W4301480577 creator A5029620888 @default.
- W4301480577 creator A5041584243 @default.
- W4301480577 creator A5077727968 @default.
- W4301480577 creator A5086673423 @default.
- W4301480577 date "2017-09-27" @default.
- W4301480577 modified "2023-09-27" @default.
- W4301480577 title "Learning Autoencoded Radon Projections" @default.
- W4301480577 doi "https://doi.org/10.48550/arxiv.1710.01247" @default.
- W4301480577 hasPublicationYear "2017" @default.
- W4301480577 type Work @default.
- W4301480577 citedByCount "0" @default.
- W4301480577 crossrefType "posted-content" @default.
- W4301480577 hasAuthorship W4301480577A5029620888 @default.
- W4301480577 hasAuthorship W4301480577A5041584243 @default.
- W4301480577 hasAuthorship W4301480577A5077727968 @default.
- W4301480577 hasAuthorship W4301480577A5086673423 @default.
- W4301480577 hasBestOaLocation W43014805771 @default.
- W4301480577 hasConcept C101738243 @default.
- W4301480577 hasConcept C108583219 @default.
- W4301480577 hasConcept C111030470 @default.
- W4301480577 hasConcept C115961682 @default.
- W4301480577 hasConcept C121332964 @default.
- W4301480577 hasConcept C125411270 @default.
- W4301480577 hasConcept C153180895 @default.
- W4301480577 hasConcept C154945302 @default.
- W4301480577 hasConcept C17426736 @default.
- W4301480577 hasConcept C41008148 @default.
- W4301480577 hasConcept C50644808 @default.
- W4301480577 hasConcept C53533937 @default.
- W4301480577 hasConcept C545943180 @default.
- W4301480577 hasConcept C60908668 @default.
- W4301480577 hasConcept C62520636 @default.
- W4301480577 hasConceptScore W4301480577C101738243 @default.
- W4301480577 hasConceptScore W4301480577C108583219 @default.
- W4301480577 hasConceptScore W4301480577C111030470 @default.
- W4301480577 hasConceptScore W4301480577C115961682 @default.
- W4301480577 hasConceptScore W4301480577C121332964 @default.
- W4301480577 hasConceptScore W4301480577C125411270 @default.
- W4301480577 hasConceptScore W4301480577C153180895 @default.
- W4301480577 hasConceptScore W4301480577C154945302 @default.
- W4301480577 hasConceptScore W4301480577C17426736 @default.
- W4301480577 hasConceptScore W4301480577C41008148 @default.
- W4301480577 hasConceptScore W4301480577C50644808 @default.
- W4301480577 hasConceptScore W4301480577C53533937 @default.
- W4301480577 hasConceptScore W4301480577C545943180 @default.
- W4301480577 hasConceptScore W4301480577C60908668 @default.
- W4301480577 hasConceptScore W4301480577C62520636 @default.
- W4301480577 hasLocation W43014805771 @default.
- W4301480577 hasLocation W43014805772 @default.
- W4301480577 hasOpenAccess W4301480577 @default.
- W4301480577 hasPrimaryLocation W43014805771 @default.
- W4301480577 hasRelatedWork W1983610137 @default.
- W4301480577 hasRelatedWork W2040719874 @default.
- W4301480577 hasRelatedWork W2066259560 @default.
- W4301480577 hasRelatedWork W2134786086 @default.
- W4301480577 hasRelatedWork W2172836935 @default.
- W4301480577 hasRelatedWork W2188464267 @default.
- W4301480577 hasRelatedWork W2363530787 @default.
- W4301480577 hasRelatedWork W2550539038 @default.
- W4301480577 hasRelatedWork W2990472155 @default.
- W4301480577 hasRelatedWork W2181817726 @default.
- W4301480577 isParatext "false" @default.
- W4301480577 isRetracted "false" @default.
- W4301480577 workType "article" @default.