Matches in SemOpenAlex for { <https://semopenalex.org/work/W3101692229> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W3101692229 abstract "Alzheimer's disease (AD) is associated with local (e.g. brain tissue atrophy) and global brain changes (loss of cerebral connectivity), which can be detected by high-resolution structural magnetic resonance imaging. Conventionally, these changes and their relation to AD are investigated independently. Here, we introduce a novel, highly-scalable approach that simultaneously captures $textit{local}$ and $textit{global}$ changes in the diseased brain. It is based on a neural network architecture that combines patch-based, high-resolution 3D-CNNs with global topological features, evaluating multi-scale brain tissue connectivity. Our local-global approach reached competitive results with an average precision score of $0.95pm0.03$ for the classification of cognitively normal subjects and AD patients (prevalence $approx 55%$)." @default.
- W3101692229 created "2020-11-23" @default.
- W3101692229 creator A5003031729 @default.
- W3101692229 creator A5005877400 @default.
- W3101692229 creator A5056024965 @default.
- W3101692229 creator A5059204358 @default.
- W3101692229 date "2020-11-12" @default.
- W3101692229 modified "2023-09-27" @default.
- W3101692229 title "Image analysis for Alzheimer's disease prediction: Embracing pathological hallmarks for model architecture design." @default.
- W3101692229 cites W2147601519 @default.
- W3101692229 cites W2151920318 @default.
- W3101692229 cites W2298887234 @default.
- W3101692229 cites W2734579475 @default.
- W3101692229 cites W2783188875 @default.
- W3101692229 cites W2900386946 @default.
- W3101692229 cites W2960357609 @default.
- W3101692229 cites W3025729836 @default.
- W3101692229 cites W3035517588 @default.
- W3101692229 hasPublicationYear "2020" @default.
- W3101692229 type Work @default.
- W3101692229 sameAs 3101692229 @default.
- W3101692229 citedByCount "0" @default.
- W3101692229 crossrefType "posted-content" @default.
- W3101692229 hasAuthorship W3101692229A5003031729 @default.
- W3101692229 hasAuthorship W3101692229A5005877400 @default.
- W3101692229 hasAuthorship W3101692229A5056024965 @default.
- W3101692229 hasAuthorship W3101692229A5059204358 @default.
- W3101692229 hasConcept C123657996 @default.
- W3101692229 hasConcept C126838900 @default.
- W3101692229 hasConcept C142724271 @default.
- W3101692229 hasConcept C143409427 @default.
- W3101692229 hasConcept C153180895 @default.
- W3101692229 hasConcept C154945302 @default.
- W3101692229 hasConcept C15744967 @default.
- W3101692229 hasConcept C166957645 @default.
- W3101692229 hasConcept C169760540 @default.
- W3101692229 hasConcept C205649164 @default.
- W3101692229 hasConcept C207886595 @default.
- W3101692229 hasConcept C2779134260 @default.
- W3101692229 hasConcept C2781172350 @default.
- W3101692229 hasConcept C2986936838 @default.
- W3101692229 hasConcept C41008148 @default.
- W3101692229 hasConcept C48044578 @default.
- W3101692229 hasConcept C71924100 @default.
- W3101692229 hasConcept C77088390 @default.
- W3101692229 hasConceptScore W3101692229C123657996 @default.
- W3101692229 hasConceptScore W3101692229C126838900 @default.
- W3101692229 hasConceptScore W3101692229C142724271 @default.
- W3101692229 hasConceptScore W3101692229C143409427 @default.
- W3101692229 hasConceptScore W3101692229C153180895 @default.
- W3101692229 hasConceptScore W3101692229C154945302 @default.
- W3101692229 hasConceptScore W3101692229C15744967 @default.
- W3101692229 hasConceptScore W3101692229C166957645 @default.
- W3101692229 hasConceptScore W3101692229C169760540 @default.
- W3101692229 hasConceptScore W3101692229C205649164 @default.
- W3101692229 hasConceptScore W3101692229C207886595 @default.
- W3101692229 hasConceptScore W3101692229C2779134260 @default.
- W3101692229 hasConceptScore W3101692229C2781172350 @default.
- W3101692229 hasConceptScore W3101692229C2986936838 @default.
- W3101692229 hasConceptScore W3101692229C41008148 @default.
- W3101692229 hasConceptScore W3101692229C48044578 @default.
- W3101692229 hasConceptScore W3101692229C71924100 @default.
- W3101692229 hasConceptScore W3101692229C77088390 @default.
- W3101692229 hasLocation W31016922291 @default.
- W3101692229 hasOpenAccess W3101692229 @default.
- W3101692229 hasPrimaryLocation W31016922291 @default.
- W3101692229 hasRelatedWork W2028664747 @default.
- W3101692229 hasRelatedWork W224781702 @default.
- W3101692229 hasRelatedWork W2304527985 @default.
- W3101692229 hasRelatedWork W2583114732 @default.
- W3101692229 hasRelatedWork W2592641863 @default.
- W3101692229 hasRelatedWork W2602966168 @default.
- W3101692229 hasRelatedWork W2752186798 @default.
- W3101692229 hasRelatedWork W2755129445 @default.
- W3101692229 hasRelatedWork W2762395544 @default.
- W3101692229 hasRelatedWork W2787999987 @default.
- W3101692229 hasRelatedWork W2810138282 @default.
- W3101692229 hasRelatedWork W2907756624 @default.
- W3101692229 hasRelatedWork W2910896228 @default.
- W3101692229 hasRelatedWork W2912476852 @default.
- W3101692229 hasRelatedWork W2942766429 @default.
- W3101692229 hasRelatedWork W2982214976 @default.
- W3101692229 hasRelatedWork W2991283300 @default.
- W3101692229 hasRelatedWork W3025832723 @default.
- W3101692229 hasRelatedWork W3094843243 @default.
- W3101692229 hasRelatedWork W3137983152 @default.
- W3101692229 isParatext "false" @default.
- W3101692229 isRetracted "false" @default.
- W3101692229 magId "3101692229" @default.
- W3101692229 workType "article" @default.