Matches in SemOpenAlex for { <https://semopenalex.org/work/W3008202774> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W3008202774 endingPage "6" @default.
- W3008202774 startingPage "6" @default.
- W3008202774 abstract "The ability to automatically detect anomalies in brain MRI scans is of great importance in computer-aided diagnosis. Unsupervised anomaly detection methods work primarily by learning the distribution of healthy images and identifying abnormal tissues as outliers. We propose a slice-wise detection method which first trains a pair of autoencoders on two different datasets, one with healthy individuals and the other one with images of normal and tumoral tissues. Next, it classifies slices based on the distance in the latent space between the enconding of the image and the encoding of the reconstructed image, obtained through the autoencoder trained on healthy images only. We validate our approach with a series of preliminary experiments on the HCP and BRATS-15 datasets." @default.
- W3008202774 created "2020-03-06" @default.
- W3008202774 creator A5006237017 @default.
- W3008202774 creator A5036029722 @default.
- W3008202774 creator A5047303038 @default.
- W3008202774 date "2020-02-06" @default.
- W3008202774 modified "2023-10-16" @default.
- W3008202774 title "Tumor Detection in Brain MRIs by Computing Dissimilarities in the Latent Space of a Variational AutoEncoder" @default.
- W3008202774 cites W1641498739 @default.
- W3008202774 cites W1909320841 @default.
- W3008202774 cites W2000269560 @default.
- W3008202774 cites W2020519533 @default.
- W3008202774 cites W2592929672 @default.
- W3008202774 cites W2760972917 @default.
- W3008202774 cites W2796762894 @default.
- W3008202774 cites W2807998381 @default.
- W3008202774 cites W2808121541 @default.
- W3008202774 cites W2896782924 @default.
- W3008202774 cites W2904300281 @default.
- W3008202774 cites W2951004968 @default.
- W3008202774 cites W2963046541 @default.
- W3008202774 cites W2990230641 @default.
- W3008202774 cites W3048440863 @default.
- W3008202774 cites W3199172051 @default.
- W3008202774 doi "https://doi.org/10.7557/18.5172" @default.
- W3008202774 hasPublicationYear "2020" @default.
- W3008202774 type Work @default.
- W3008202774 sameAs 3008202774 @default.
- W3008202774 citedByCount "3" @default.
- W3008202774 countsByYear W30082027742020 @default.
- W3008202774 countsByYear W30082027742023 @default.
- W3008202774 crossrefType "journal-article" @default.
- W3008202774 hasAuthorship W3008202774A5006237017 @default.
- W3008202774 hasAuthorship W3008202774A5036029722 @default.
- W3008202774 hasAuthorship W3008202774A5047303038 @default.
- W3008202774 hasBestOaLocation W30082027741 @default.
- W3008202774 hasConcept C101738243 @default.
- W3008202774 hasConcept C108583219 @default.
- W3008202774 hasConcept C115961682 @default.
- W3008202774 hasConcept C125411270 @default.
- W3008202774 hasConcept C153180895 @default.
- W3008202774 hasConcept C154945302 @default.
- W3008202774 hasConcept C31972630 @default.
- W3008202774 hasConcept C41008148 @default.
- W3008202774 hasConcept C739882 @default.
- W3008202774 hasConcept C79337645 @default.
- W3008202774 hasConceptScore W3008202774C101738243 @default.
- W3008202774 hasConceptScore W3008202774C108583219 @default.
- W3008202774 hasConceptScore W3008202774C115961682 @default.
- W3008202774 hasConceptScore W3008202774C125411270 @default.
- W3008202774 hasConceptScore W3008202774C153180895 @default.
- W3008202774 hasConceptScore W3008202774C154945302 @default.
- W3008202774 hasConceptScore W3008202774C31972630 @default.
- W3008202774 hasConceptScore W3008202774C41008148 @default.
- W3008202774 hasConceptScore W3008202774C739882 @default.
- W3008202774 hasConceptScore W3008202774C79337645 @default.
- W3008202774 hasLocation W30082027741 @default.
- W3008202774 hasOpenAccess W3008202774 @default.
- W3008202774 hasPrimaryLocation W30082027741 @default.
- W3008202774 hasRelatedWork W2292254049 @default.
- W3008202774 hasRelatedWork W2897995864 @default.
- W3008202774 hasRelatedWork W2998168123 @default.
- W3008202774 hasRelatedWork W3034555105 @default.
- W3008202774 hasRelatedWork W3213656977 @default.
- W3008202774 hasRelatedWork W4206064467 @default.
- W3008202774 hasRelatedWork W4220811423 @default.
- W3008202774 hasRelatedWork W4287757193 @default.
- W3008202774 hasRelatedWork W4287995534 @default.
- W3008202774 hasRelatedWork W4362631710 @default.
- W3008202774 hasVolume "1" @default.
- W3008202774 isParatext "false" @default.
- W3008202774 isRetracted "false" @default.
- W3008202774 magId "3008202774" @default.
- W3008202774 workType "article" @default.