Matches in SemOpenAlex for { <https://semopenalex.org/work/W3113488045> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W3113488045 endingPage "7" @default.
- W3113488045 startingPage "1" @default.
- W3113488045 abstract "MRI data has been widely used for early detection and diagnosis of Alzheimer’s disease. This work outlines a deep learning based Long Short-Term Memory (LSTM) algorithm combined with Boruta algorithm-based feature selection approach was used to classify the Alzheimer disease MRI dataset as demented or non-demented. The wrapper based all relevant algorithm Boruta is used to select the important features from MRI data set. LSTM is a type of recurrent neural network with layered architecture to classify the datasets. The advantage of using LSTM is that it creates memory components that are for both short and long terms compared to traditional RNNs. The feature selection approach identified measures such as CDR (Clinical Dementia Rating) and MMSE (Mini mental status Examination) as the top ranking features in the Open Access Series of Imaging Studies (OASIS) MRI data set. The evaluation of LSTMbased methodology with Boruta feature selection using OASIS MRI and Alzheimer’s MRI dataset suggest that proposed methodology was able to achieve an accuracy of 94% on test dataset, exhibiting a significant increase compare to the other state-of-the-art systems." @default.
- W3113488045 created "2021-01-05" @default.
- W3113488045 creator A5050726436 @default.
- W3113488045 creator A5077365599 @default.
- W3113488045 creator A5085076297 @default.
- W3113488045 date "2020-01-01" @default.
- W3113488045 modified "2023-09-23" @default.
- W3113488045 title "A Long Short-Term Memory Deep Learning Network for MRI Based Alzheimer’s Disease Dementia Classification" @default.
- W3113488045 doi "https://doi.org/10.37532/2329-9533.2020.9(6).187" @default.
- W3113488045 hasPublicationYear "2020" @default.
- W3113488045 type Work @default.
- W3113488045 sameAs 3113488045 @default.
- W3113488045 citedByCount "0" @default.
- W3113488045 crossrefType "journal-article" @default.
- W3113488045 hasAuthorship W3113488045A5050726436 @default.
- W3113488045 hasAuthorship W3113488045A5077365599 @default.
- W3113488045 hasAuthorship W3113488045A5085076297 @default.
- W3113488045 hasConcept C108583219 @default.
- W3113488045 hasConcept C119857082 @default.
- W3113488045 hasConcept C138885662 @default.
- W3113488045 hasConcept C142724271 @default.
- W3113488045 hasConcept C148483581 @default.
- W3113488045 hasConcept C153180895 @default.
- W3113488045 hasConcept C154945302 @default.
- W3113488045 hasConcept C177264268 @default.
- W3113488045 hasConcept C189430467 @default.
- W3113488045 hasConcept C199360897 @default.
- W3113488045 hasConcept C2776401178 @default.
- W3113488045 hasConcept C2779134260 @default.
- W3113488045 hasConcept C2779483572 @default.
- W3113488045 hasConcept C41008148 @default.
- W3113488045 hasConcept C41895202 @default.
- W3113488045 hasConcept C71924100 @default.
- W3113488045 hasConceptScore W3113488045C108583219 @default.
- W3113488045 hasConceptScore W3113488045C119857082 @default.
- W3113488045 hasConceptScore W3113488045C138885662 @default.
- W3113488045 hasConceptScore W3113488045C142724271 @default.
- W3113488045 hasConceptScore W3113488045C148483581 @default.
- W3113488045 hasConceptScore W3113488045C153180895 @default.
- W3113488045 hasConceptScore W3113488045C154945302 @default.
- W3113488045 hasConceptScore W3113488045C177264268 @default.
- W3113488045 hasConceptScore W3113488045C189430467 @default.
- W3113488045 hasConceptScore W3113488045C199360897 @default.
- W3113488045 hasConceptScore W3113488045C2776401178 @default.
- W3113488045 hasConceptScore W3113488045C2779134260 @default.
- W3113488045 hasConceptScore W3113488045C2779483572 @default.
- W3113488045 hasConceptScore W3113488045C41008148 @default.
- W3113488045 hasConceptScore W3113488045C41895202 @default.
- W3113488045 hasConceptScore W3113488045C71924100 @default.
- W3113488045 hasIssue "6" @default.
- W3113488045 hasLocation W31134880451 @default.
- W3113488045 hasOpenAccess W3113488045 @default.
- W3113488045 hasPrimaryLocation W31134880451 @default.
- W3113488045 hasRelatedWork W2314264550 @default.
- W3113488045 hasRelatedWork W2336579138 @default.
- W3113488045 hasRelatedWork W2396845832 @default.
- W3113488045 hasRelatedWork W2514763871 @default.
- W3113488045 hasRelatedWork W2764239667 @default.
- W3113488045 hasRelatedWork W2782718222 @default.
- W3113488045 hasRelatedWork W2950062006 @default.
- W3113488045 hasRelatedWork W3005273529 @default.
- W3113488045 hasRelatedWork W3017328860 @default.
- W3113488045 hasRelatedWork W3020567747 @default.
- W3113488045 hasRelatedWork W3033694391 @default.
- W3113488045 hasRelatedWork W3039732463 @default.
- W3113488045 hasRelatedWork W3040248281 @default.
- W3113488045 hasRelatedWork W3092527447 @default.
- W3113488045 hasRelatedWork W3104971239 @default.
- W3113488045 hasRelatedWork W3115324042 @default.
- W3113488045 hasRelatedWork W3127597934 @default.
- W3113488045 hasRelatedWork W3133676353 @default.
- W3113488045 hasRelatedWork W3165314735 @default.
- W3113488045 hasRelatedWork W3185290380 @default.
- W3113488045 hasVolume "2020" @default.
- W3113488045 isParatext "false" @default.
- W3113488045 isRetracted "false" @default.
- W3113488045 magId "3113488045" @default.
- W3113488045 workType "article" @default.