Analysis of speech-based measures for detecting and monitoring Alzheimer’s disease
dc.contributor.author | Khodabakhsh, Ali | |
dc.contributor.author | Demiroğlu, Cenk | |
dc.date.accessioned | 2016-02-15T13:38:34Z | |
dc.date.available | 2016-02-15T13:38:34Z | |
dc.date.issued | 2014 | |
dc.identifier.isbn | 978-1-4939-1985-7 | |
dc.identifier.uri | http://hdl.handle.net/10679/2380 | |
dc.identifier.uri | http://link.springer.com/protocol/10.1007/978-1-4939-1985-7_11 | |
dc.description | Due to copyright restrictions, the access to the full text of this article is only available via subscription. | |
dc.description.abstract | Automatic diagnosis of the Alzheimer’s disease as well as monitoring of the diagnosed patients can make significant economic impact on societies. We investigated an automatic diagnosis approach through the use of speech based features. As opposed to standard tests, spontaneous conversations are carried and recorded with the subjects. Speech features could discriminate between healthy people and the patients with high reliability. Although the patients were in later stages of Alzheimer’s disease, results indicate the potential of speech-based automated solutions for Alzheimer’s disease diagnosis. Moreover, the data collection process employed here can be done inexpensively by call center agents in a real-life application. Thus, the investigated techniques hold the potential to significantly reduce the financial burden on governments and Alzheimer’s patients. | |
dc.language.iso | eng | en_US |
dc.publisher | Springer Science+Business Media | |
dc.relation.ispartof | Data Mining in Clinical Medicine | |
dc.rights | restrictedAccess | |
dc.title | Analysis of speech-based measures for detecting and monitoring Alzheimer’s disease | en_US |
dc.type | Book chapter | en_US |
dc.peerreviewed | yes | |
dc.publicationstatus | published | en_US |
dc.contributor.department | Özyeğin University | |
dc.contributor.authorID | (ORCID 0000-0002-6160-3169 & YÖK ID 144947) Demiroğlu, Cenk | |
dc.contributor.ozuauthor | Demiroğlu, Cenk | |
dc.identifier.volume | 1246 | |
dc.identifier.startpage | 159 | |
dc.identifier.endpage | 173 | |
dc.identifier.doi | 10.1007/978-1-4939-1985-7_11 | |
dc.subject.keywords | Alzheimer’s disease | |
dc.subject.keywords | Speech analysis | |
dc.subject.keywords | Support vector machines | |
dc.identifier.scopus | SCOPUS:2-s2.0-84954581087 | |
dc.contributor.ozugradstudent | Khodabakhsh, Ali | |
dc.contributor.authorMale | 2 | |
dc.relation.publicationcategory | Book Chapter - International - Institutional Academic Staff and Graduate Student |
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