FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2786360171> ?p ?o ?g. }

• W2786360171 abstract "Diseases, such as Parkinson, impairs cognitive processes of patients, through which speech is also affected. In this paper, we propose a method for Parkinson's disease severity level estimation based on speech rhythm related features extracted from running speech (read texts and monologue) uttered by Hungarian Parkinson patients and healthy control population. Classification and regression models are built using various machine-learning methods for both linguistic types separately. Separate and joint decisions were made for the different text types. The final prediction was obtained by fusing the separate estimations for each speaker. Test trials were run in order to investigate, if age is a relevant feature for the machine learning tasks. It was found that the investigated features are useful and highly relevant for the automatic diagnosis of Parkinson's disease based on the classification and regression performances. The best results were obtained using support vector machine (and regression) with 84.62% accuracy for binary classification and 0.735 Spearman correlation for Parkinson severity level estimation measured on the Hoehn-Yahr scale." @default.
• W2786360171 created "2018-02-23" @default.
• W2786360171 creator A5032994660 @default.
• W2786360171 creator A5065312432 @default.
• W2786360171 creator A5083596812 @default.
• W2786360171 creator A5088818569 @default.
• W2786360171 date "2017-09-01" @default.
• W2786360171 modified "2023-10-15" @default.
• W2786360171 title "Automatic estimation of severity of Parkinson's disease based on speech rhythm related features" @default.
• W2786360171 cites W1964641208 @default.
• W2786360171 cites W1971243715 @default.
• W2786360171 cites W1971415293 @default.
• W2786360171 cites W1997056590 @default.
• W2786360171 cites W2003260949 @default.
• W2786360171 cites W2037760741 @default.
• W2786360171 cites W2058091487 @default.
• W2786360171 cites W2064996887 @default.
• W2786360171 cites W2104953067 @default.
• W2786360171 cites W2298367083 @default.
• W2786360171 cites W2407372621 @default.
• W2786360171 cites W2516001641 @default.
• W2786360171 cites W2523111813 @default.
• W2786360171 cites W2554665268 @default.
• W2786360171 cites W3105728206 @default.
• W2786360171 doi "https://doi.org/10.1109/coginfocom.2017.8268208" @default.
• W2786360171 hasPublicationYear "2017" @default.
• W2786360171 type Work @default.
• W2786360171 sameAs 2786360171 @default.
• W2786360171 citedByCount "11" @default.
• W2786360171 countsByYear W27863601712018 @default.
• W2786360171 countsByYear W27863601712019 @default.
• W2786360171 countsByYear W27863601712020 @default.
• W2786360171 countsByYear W27863601712021 @default.
• W2786360171 countsByYear W27863601712022 @default.
• W2786360171 countsByYear W27863601712023 @default.
• W2786360171 crossrefType "proceedings-article" @default.
• W2786360171 hasAuthorship W2786360171A5032994660 @default.
• W2786360171 hasAuthorship W2786360171A5065312432 @default.
• W2786360171 hasAuthorship W2786360171A5083596812 @default.
• W2786360171 hasAuthorship W2786360171A5088818569 @default.
• W2786360171 hasConcept C105795698 @default.
• W2786360171 hasConcept C117220453 @default.
• W2786360171 hasConcept C119857082 @default.
• W2786360171 hasConcept C12267149 @default.
• W2786360171 hasConcept C127413603 @default.
• W2786360171 hasConcept C138885662 @default.
• W2786360171 hasConcept C142724271 @default.
• W2786360171 hasConcept C152877465 @default.
• W2786360171 hasConcept C154945302 @default.
• W2786360171 hasConcept C201995342 @default.
• W2786360171 hasConcept C2524010 @default.
• W2786360171 hasConcept C2776401178 @default.
• W2786360171 hasConcept C2779134260 @default.
• W2786360171 hasConcept C2779734285 @default.
• W2786360171 hasConcept C28490314 @default.
• W2786360171 hasConcept C2908647359 @default.
• W2786360171 hasConcept C33923547 @default.
• W2786360171 hasConcept C41008148 @default.
• W2786360171 hasConcept C41895202 @default.
• W2786360171 hasConcept C66905080 @default.
• W2786360171 hasConcept C71924100 @default.
• W2786360171 hasConcept C83546350 @default.
• W2786360171 hasConcept C96250715 @default.
• W2786360171 hasConcept C99454951 @default.
• W2786360171 hasConceptScore W2786360171C105795698 @default.
• W2786360171 hasConceptScore W2786360171C117220453 @default.
• W2786360171 hasConceptScore W2786360171C119857082 @default.
• W2786360171 hasConceptScore W2786360171C12267149 @default.
• W2786360171 hasConceptScore W2786360171C127413603 @default.
• W2786360171 hasConceptScore W2786360171C138885662 @default.
• W2786360171 hasConceptScore W2786360171C142724271 @default.
• W2786360171 hasConceptScore W2786360171C152877465 @default.
• W2786360171 hasConceptScore W2786360171C154945302 @default.
• W2786360171 hasConceptScore W2786360171C201995342 @default.
• W2786360171 hasConceptScore W2786360171C2524010 @default.
• W2786360171 hasConceptScore W2786360171C2776401178 @default.
• W2786360171 hasConceptScore W2786360171C2779134260 @default.
• W2786360171 hasConceptScore W2786360171C2779734285 @default.
• W2786360171 hasConceptScore W2786360171C28490314 @default.
• W2786360171 hasConceptScore W2786360171C2908647359 @default.
• W2786360171 hasConceptScore W2786360171C33923547 @default.
• W2786360171 hasConceptScore W2786360171C41008148 @default.
• W2786360171 hasConceptScore W2786360171C41895202 @default.
• W2786360171 hasConceptScore W2786360171C66905080 @default.
• W2786360171 hasConceptScore W2786360171C71924100 @default.
• W2786360171 hasConceptScore W2786360171C83546350 @default.
• W2786360171 hasConceptScore W2786360171C96250715 @default.
• W2786360171 hasConceptScore W2786360171C99454951 @default.
• W2786360171 hasLocation W27863601711 @default.
• W2786360171 hasOpenAccess W2786360171 @default.
• W2786360171 hasPrimaryLocation W27863601711 @default.
• W2786360171 hasRelatedWork W2104406636 @default.
• W2786360171 hasRelatedWork W2105512057 @default.
• W2786360171 hasRelatedWork W2107754411 @default.
• W2786360171 hasRelatedWork W2115788596 @default.
• W2786360171 hasRelatedWork W2741028958 @default.
• W2786360171 hasRelatedWork W2747895175 @default.
• W2786360171 hasRelatedWork W2946583009 @default.
• W2786360171 hasRelatedWork W3131201603 @default.
• W2786360171 hasRelatedWork W4252625449 @default.

• next