Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312452281> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4312452281 endingPage "26" @default.
- W4312452281 startingPage "15" @default.
- W4312452281 abstract "Parkinson’s Disease (PD) is a neurodegenerative disease that primarily manifests through cognitive, motor and speech disorders. But it has been proven that voice changes in Parkinson’s patients are among the symptoms that appear early. In this research paper, we propose a speech processing based approach for early Parkinson disease detection. Our approach evaluate the use of a deep convolutional autoencoder to extract the deep features from raw speech of PD patients and healthy subjects. Then, a classification step with MultiLayer Perceptron (MLP) which uses these deep features to build up a PD discriminant model. For an evaluation step we use a UCI dataset, our proposed approach achieve an accuracy of 95.52%, which is better than the related works accuracies using the same dataset. This prove that our system can be strongly recommended to monitor the progression of PD." @default.
- W4312452281 created "2023-01-04" @default.
- W4312452281 creator A5002474870 @default.
- W4312452281 creator A5024877330 @default.
- W4312452281 date "2022-01-01" @default.
- W4312452281 modified "2023-10-18" @default.
- W4312452281 title "A Deep Convolutional Autoencoder-Based Approach for Parkinson’s Disease Diagnosis Through Speech Signals" @default.
- W4312452281 cites W1561072761 @default.
- W4312452281 cites W2006199542 @default.
- W4312452281 cites W2066674357 @default.
- W4312452281 cites W2092462980 @default.
- W4312452281 cites W2119792797 @default.
- W4312452281 cites W2134886133 @default.
- W4312452281 cites W2145954079 @default.
- W4312452281 cites W2808891523 @default.
- W4312452281 cites W2896691302 @default.
- W4312452281 cites W2998445959 @default.
- W4312452281 cites W3001125332 @default.
- W4312452281 cites W3045814128 @default.
- W4312452281 cites W3049587410 @default.
- W4312452281 cites W3098964993 @default.
- W4312452281 cites W3155926737 @default.
- W4312452281 cites W3197407746 @default.
- W4312452281 cites W3208729248 @default.
- W4312452281 cites W4220855148 @default.
- W4312452281 cites W4283794195 @default.
- W4312452281 doi "https://doi.org/10.1007/978-3-031-22064-7_2" @default.
- W4312452281 hasPublicationYear "2022" @default.
- W4312452281 type Work @default.
- W4312452281 citedByCount "0" @default.
- W4312452281 crossrefType "book-chapter" @default.
- W4312452281 hasAuthorship W4312452281A5002474870 @default.
- W4312452281 hasAuthorship W4312452281A5024877330 @default.
- W4312452281 hasConcept C101738243 @default.
- W4312452281 hasConcept C108583219 @default.
- W4312452281 hasConcept C119857082 @default.
- W4312452281 hasConcept C142724271 @default.
- W4312452281 hasConcept C153180895 @default.
- W4312452281 hasConcept C154945302 @default.
- W4312452281 hasConcept C179717631 @default.
- W4312452281 hasConcept C2779134260 @default.
- W4312452281 hasConcept C2779734285 @default.
- W4312452281 hasConcept C28490314 @default.
- W4312452281 hasConcept C41008148 @default.
- W4312452281 hasConcept C50644808 @default.
- W4312452281 hasConcept C71924100 @default.
- W4312452281 hasConcept C81363708 @default.
- W4312452281 hasConceptScore W4312452281C101738243 @default.
- W4312452281 hasConceptScore W4312452281C108583219 @default.
- W4312452281 hasConceptScore W4312452281C119857082 @default.
- W4312452281 hasConceptScore W4312452281C142724271 @default.
- W4312452281 hasConceptScore W4312452281C153180895 @default.
- W4312452281 hasConceptScore W4312452281C154945302 @default.
- W4312452281 hasConceptScore W4312452281C179717631 @default.
- W4312452281 hasConceptScore W4312452281C2779134260 @default.
- W4312452281 hasConceptScore W4312452281C2779734285 @default.
- W4312452281 hasConceptScore W4312452281C28490314 @default.
- W4312452281 hasConceptScore W4312452281C41008148 @default.
- W4312452281 hasConceptScore W4312452281C50644808 @default.
- W4312452281 hasConceptScore W4312452281C71924100 @default.
- W4312452281 hasConceptScore W4312452281C81363708 @default.
- W4312452281 hasLocation W43124522811 @default.
- W4312452281 hasOpenAccess W4312452281 @default.
- W4312452281 hasPrimaryLocation W43124522811 @default.
- W4312452281 hasRelatedWork W2732415564 @default.
- W4312452281 hasRelatedWork W2732542196 @default.
- W4312452281 hasRelatedWork W2738221750 @default.
- W4312452281 hasRelatedWork W3044458868 @default.
- W4312452281 hasRelatedWork W3156786002 @default.
- W4312452281 hasRelatedWork W4213225422 @default.
- W4312452281 hasRelatedWork W4220775285 @default.
- W4312452281 hasRelatedWork W4306194456 @default.
- W4312452281 hasRelatedWork W4311257506 @default.
- W4312452281 hasRelatedWork W4320802194 @default.
- W4312452281 isParatext "false" @default.
- W4312452281 isRetracted "false" @default.
- W4312452281 workType "book-chapter" @default.