FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3040879299> ?p ?o ?g. }

• W3040879299 endingPage "108840" @default.
• W3040879299 startingPage "108840" @default.
• W3040879299 abstract "Autism spectrum disorder (ASD) is a neurodevelopmental disorder that could cause problems in social communications. Clinically, diagnosing ASD mainly relies on behavioral criteria while this approach is not objective enough and could cause delayed diagnosis. Since functional magnetic resonance imaging (fMRI) can measure brain activity, it provides data for the study of brain dysfunction disorders and has been widely used in ASD identification. However, satisfactory accuracy for ASD identification has not been achieved. To improve the performance of ASD identification, we propose an ASD identification method based on multi-atlas deep feature representation and ensemble learning. We first calculate multiple functional connectivity based on different brain atlases from fMRI data of each subject. Then, to get the more discriminative features for ASD identification, we propose a multi-atlas deep feature representation method based on stacked denoising autoencoder (SDA). Finally, we propose multilayer perceptron (MLP) and an ensemble learning method to perform the final ASD identification task. Our proposed method is evaluated on 949 subjects (including 419 ASDs and 530 typical control (TCs)) from the Autism Brain Imaging Data Exchange (ABIDE) and achieves accuracy of 74.52% (sensitivity of 80.69%, specificity of 66.71%, AUC of 0.8026) for ASD identification. Compared with some previously published methods, our proposed method obtains the better performance for ASD identification. The results suggest that our proposed method is efficient to improve the performance of ASD identification, and is promising for ASD clinical diagnosis." @default.
• W3040879299 created "2020-07-16" @default.
• W3040879299 creator A5021324317 @default.
• W3040879299 creator A5035182164 @default.
• W3040879299 creator A5046654040 @default.
• W3040879299 creator A5074706280 @default.
• W3040879299 creator A5091157395 @default.
• W3040879299 date "2020-09-01" @default.
• W3040879299 modified "2023-10-16" @default.
• W3040879299 title "AIMAFE: Autism spectrum disorder identification with multi-atlas deep feature representation and ensemble learning" @default.
• W3040879299 cites W1518405882 @default.
• W3040879299 cites W1970695058 @default.
• W3040879299 cites W1980309199 @default.
• W3040879299 cites W1992184506 @default.
• W3040879299 cites W2005176066 @default.
• W3040879299 cites W2006591500 @default.
• W3040879299 cites W2057607467 @default.
• W3040879299 cites W2058046532 @default.
• W3040879299 cites W2063404606 @default.
• W3040879299 cites W2075210662 @default.
• W3040879299 cites W2078563124 @default.
• W3040879299 cites W2087547434 @default.
• W3040879299 cites W2089572795 @default.
• W3040879299 cites W2095677812 @default.
• W3040879299 cites W2122457251 @default.
• W3040879299 cites W2129179498 @default.
• W3040879299 cites W2144446993 @default.
• W3040879299 cites W2155904360 @default.
• W3040879299 cites W2522924024 @default.
• W3040879299 cites W2558927549 @default.
• W3040879299 cites W2590973271 @default.
• W3040879299 cites W2592929672 @default.
• W3040879299 cites W2600323747 @default.
• W3040879299 cites W2738940817 @default.
• W3040879299 cites W2748583777 @default.
• W3040879299 cites W2751527031 @default.
• W3040879299 cites W2752558629 @default.
• W3040879299 cites W2755156925 @default.
• W3040879299 cites W2773967891 @default.
• W3040879299 cites W2803731655 @default.
• W3040879299 cites W2806489700 @default.
• W3040879299 cites W2884781986 @default.
• W3040879299 cites W2893483035 @default.
• W3040879299 cites W2919115771 @default.
• W3040879299 cites W2999027152 @default.
• W3040879299 doi "https://doi.org/10.1016/j.jneumeth.2020.108840" @default.
• W3040879299 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32653384" @default.
• W3040879299 hasPublicationYear "2020" @default.
• W3040879299 type Work @default.
• W3040879299 sameAs 3040879299 @default.
• W3040879299 citedByCount "37" @default.
• W3040879299 countsByYear W30408792992020 @default.
• W3040879299 countsByYear W30408792992021 @default.
• W3040879299 countsByYear W30408792992022 @default.
• W3040879299 countsByYear W30408792992023 @default.
• W3040879299 crossrefType "journal-article" @default.
• W3040879299 hasAuthorship W3040879299A5021324317 @default.
• W3040879299 hasAuthorship W3040879299A5035182164 @default.
• W3040879299 hasAuthorship W3040879299A5046654040 @default.
• W3040879299 hasAuthorship W3040879299A5074706280 @default.
• W3040879299 hasAuthorship W3040879299A5091157395 @default.
• W3040879299 hasConcept C101738243 @default.
• W3040879299 hasConcept C108583219 @default.
• W3040879299 hasConcept C116834253 @default.
• W3040879299 hasConcept C119857082 @default.
• W3040879299 hasConcept C138496976 @default.
• W3040879299 hasConcept C138885662 @default.
• W3040879299 hasConcept C153180895 @default.
• W3040879299 hasConcept C154945302 @default.
• W3040879299 hasConcept C15744967 @default.
• W3040879299 hasConcept C179717631 @default.
• W3040879299 hasConcept C205778803 @default.
• W3040879299 hasConcept C2776401178 @default.
• W3040879299 hasConcept C2778538070 @default.
• W3040879299 hasConcept C41008148 @default.
• W3040879299 hasConcept C41895202 @default.
• W3040879299 hasConcept C50644808 @default.
• W3040879299 hasConcept C59822182 @default.
• W3040879299 hasConcept C86803240 @default.
• W3040879299 hasConcept C97931131 @default.
• W3040879299 hasConceptScore W3040879299C101738243 @default.
• W3040879299 hasConceptScore W3040879299C108583219 @default.
• W3040879299 hasConceptScore W3040879299C116834253 @default.
• W3040879299 hasConceptScore W3040879299C119857082 @default.
• W3040879299 hasConceptScore W3040879299C138496976 @default.
• W3040879299 hasConceptScore W3040879299C138885662 @default.
• W3040879299 hasConceptScore W3040879299C153180895 @default.
• W3040879299 hasConceptScore W3040879299C154945302 @default.
• W3040879299 hasConceptScore W3040879299C15744967 @default.
• W3040879299 hasConceptScore W3040879299C179717631 @default.
• W3040879299 hasConceptScore W3040879299C205778803 @default.
• W3040879299 hasConceptScore W3040879299C2776401178 @default.
• W3040879299 hasConceptScore W3040879299C2778538070 @default.
• W3040879299 hasConceptScore W3040879299C41008148 @default.
• W3040879299 hasConceptScore W3040879299C41895202 @default.
• W3040879299 hasConceptScore W3040879299C50644808 @default.
• W3040879299 hasConceptScore W3040879299C59822182 @default.
• W3040879299 hasConceptScore W3040879299C86803240 @default.

• next