Matches in SemOpenAlex for { <https://semopenalex.org/work/W2079465034> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2079465034 abstract "Dementia is a syndrome caused by a chronic or progressive disease of the brain, which affects memory, orientation, thinking, calculation, learning ability and language. The Clock Drawing Test (CDT) and Mini Mental State Examination (MMSE) are well-known cognitive assessment tests. A known obstacle to the wider usage of the CDT assessments is the scoring and interpretation of the results. This paper introduces a novel cascade CDT classifier, which can help in the diagnosis of three stages of dementia. The data used in this research are 604 clock drawings produced by patients and healthy individuals. The study employs 47 visual features, which are selected following a comprehensive analysis of the available data and the most common CDT scoring systems reported in the medical literature. These features are used to build a new digitized dataset needed to train and validate the proposed classifier. The results show significant improvement of 6.8% in differentiating between three levels of dementia (normal/functional, mild cognitive impairment/mild dementia, and moderate/severe dementia) when compared to a single stage classifier. In particular, the results show classification accuracy of over 89% when discriminating between normal and abnormal conditions only." @default.
- W2079465034 created "2016-06-24" @default.
- W2079465034 creator A5006534137 @default.
- W2079465034 creator A5010194843 @default.
- W2079465034 creator A5046992877 @default.
- W2079465034 creator A5090992193 @default.
- W2079465034 date "2014-10-01" @default.
- W2079465034 modified "2023-09-23" @default.
- W2079465034 title "Cascade classification for diagnosing dementia" @default.
- W2079465034 cites W13034104 @default.
- W2079465034 cites W1520376918 @default.
- W2079465034 cites W1678889691 @default.
- W2079465034 cites W1797580880 @default.
- W2079465034 cites W1847168837 @default.
- W2079465034 cites W1979271872 @default.
- W2079465034 cites W1982934478 @default.
- W2079465034 cites W1984372368 @default.
- W2079465034 cites W2000596426 @default.
- W2079465034 cites W2001392867 @default.
- W2079465034 cites W2014886338 @default.
- W2079465034 cites W2022703447 @default.
- W2079465034 cites W2026315065 @default.
- W2079465034 cites W2050100208 @default.
- W2079465034 cites W2052531369 @default.
- W2079465034 cites W2061620618 @default.
- W2079465034 cites W2082490967 @default.
- W2079465034 cites W2083084867 @default.
- W2079465034 cites W2085187999 @default.
- W2079465034 cites W2095485508 @default.
- W2079465034 cites W2105082289 @default.
- W2079465034 cites W2133682400 @default.
- W2079465034 cites W2145443292 @default.
- W2079465034 cites W2295274440 @default.
- W2079465034 cites W4250251700 @default.
- W2079465034 doi "https://doi.org/10.1109/smc.2014.6974308" @default.
- W2079465034 hasPublicationYear "2014" @default.
- W2079465034 type Work @default.
- W2079465034 sameAs 2079465034 @default.
- W2079465034 citedByCount "14" @default.
- W2079465034 countsByYear W20794650342017 @default.
- W2079465034 countsByYear W20794650342018 @default.
- W2079465034 countsByYear W20794650342019 @default.
- W2079465034 countsByYear W20794650342020 @default.
- W2079465034 countsByYear W20794650342021 @default.
- W2079465034 countsByYear W20794650342022 @default.
- W2079465034 countsByYear W20794650342023 @default.
- W2079465034 crossrefType "proceedings-article" @default.
- W2079465034 hasAuthorship W2079465034A5006534137 @default.
- W2079465034 hasAuthorship W2079465034A5010194843 @default.
- W2079465034 hasAuthorship W2079465034A5046992877 @default.
- W2079465034 hasAuthorship W2079465034A5090992193 @default.
- W2079465034 hasConcept C118552586 @default.
- W2079465034 hasConcept C119857082 @default.
- W2079465034 hasConcept C126322002 @default.
- W2079465034 hasConcept C127413603 @default.
- W2079465034 hasConcept C154945302 @default.
- W2079465034 hasConcept C15744967 @default.
- W2079465034 hasConcept C169900460 @default.
- W2079465034 hasConcept C2779134260 @default.
- W2079465034 hasConcept C2779483572 @default.
- W2079465034 hasConcept C2984915365 @default.
- W2079465034 hasConcept C34146451 @default.
- W2079465034 hasConcept C41008148 @default.
- W2079465034 hasConcept C42360764 @default.
- W2079465034 hasConcept C71924100 @default.
- W2079465034 hasConcept C95623464 @default.
- W2079465034 hasConceptScore W2079465034C118552586 @default.
- W2079465034 hasConceptScore W2079465034C119857082 @default.
- W2079465034 hasConceptScore W2079465034C126322002 @default.
- W2079465034 hasConceptScore W2079465034C127413603 @default.
- W2079465034 hasConceptScore W2079465034C154945302 @default.
- W2079465034 hasConceptScore W2079465034C15744967 @default.
- W2079465034 hasConceptScore W2079465034C169900460 @default.
- W2079465034 hasConceptScore W2079465034C2779134260 @default.
- W2079465034 hasConceptScore W2079465034C2779483572 @default.
- W2079465034 hasConceptScore W2079465034C2984915365 @default.
- W2079465034 hasConceptScore W2079465034C34146451 @default.
- W2079465034 hasConceptScore W2079465034C41008148 @default.
- W2079465034 hasConceptScore W2079465034C42360764 @default.
- W2079465034 hasConceptScore W2079465034C71924100 @default.
- W2079465034 hasConceptScore W2079465034C95623464 @default.
- W2079465034 hasLocation W20794650341 @default.
- W2079465034 hasOpenAccess W2079465034 @default.
- W2079465034 hasPrimaryLocation W20794650341 @default.
- W2079465034 hasRelatedWork W2138146038 @default.
- W2079465034 hasRelatedWork W2155060635 @default.
- W2079465034 hasRelatedWork W2160269994 @default.
- W2079465034 hasRelatedWork W2272745645 @default.
- W2079465034 hasRelatedWork W2325052878 @default.
- W2079465034 hasRelatedWork W2533552281 @default.
- W2079465034 hasRelatedWork W2961085424 @default.
- W2079465034 hasRelatedWork W3200179079 @default.
- W2079465034 hasRelatedWork W4249229055 @default.
- W2079465034 hasRelatedWork W2332234187 @default.
- W2079465034 isParatext "false" @default.
- W2079465034 isRetracted "false" @default.
- W2079465034 magId "2079465034" @default.
- W2079465034 workType "article" @default.