Matches in SemOpenAlex for { <https://semopenalex.org/work/W178748327> ?p ?o ?g. }
- W178748327 abstract "Dementia is one of the most prevalent diseases associated to aging. The two most common variations of this disease are Alzheimer Dementia (AD) type and Vascular Dementia (VD) type, but there are other many forms (OTD): Lewi Body, Subcortical, Parkinson, Trauma, Infectious dementias, etc. All of these forms can be associated with different patterns of anatomical affectation, different risk factors, multiple diagnostic characteristics and multiple profiles of neuropsychological tests, making the Differential Diagnosis of Dementias (DDD) very complex. In this chapter we propose new automatic diagnostic tools based on a data fusion scheme and neural ensemble approach, concretely we have designed HUMANN-S ensemble systems with missing data processing capability. Their ability have been explored using a battery of cognitive and functional/instrumental scales for DDD, among AD, VD and OTD. We carried out a comparative study between theese methods and a clinical expert, reaching these systems a higher level of performance than the expert. Our proposal is an alternative and effective complementary method to assist the diagnosis of dementia both, in specialized care as well as in primary care centres." @default.
- W178748327 created "2016-06-24" @default.
- W178748327 creator A5016012064 @default.
- W178748327 creator A5035813973 @default.
- W178748327 creator A5043837835 @default.
- W178748327 creator A5067077150 @default.
- W178748327 date "2012-01-01" @default.
- W178748327 modified "2023-10-03" @default.
- W178748327 title "Differential Diagnosis of Dementia Using HUMANN-S Based Ensembles" @default.
- W178748327 cites W1489282325 @default.
- W178748327 cites W1847168837 @default.
- W178748327 cites W1888250879 @default.
- W178748327 cites W1967974729 @default.
- W178748327 cites W1990457819 @default.
- W178748327 cites W1991848143 @default.
- W178748327 cites W1994830145 @default.
- W178748327 cites W2003350540 @default.
- W178748327 cites W2016001019 @default.
- W178748327 cites W2016648380 @default.
- W178748327 cites W2025653905 @default.
- W178748327 cites W2027902935 @default.
- W178748327 cites W2038740239 @default.
- W178748327 cites W2057182436 @default.
- W178748327 cites W2059281426 @default.
- W178748327 cites W2084362125 @default.
- W178748327 cites W2089002856 @default.
- W178748327 cites W2093144777 @default.
- W178748327 cites W2116184737 @default.
- W178748327 cites W2116374865 @default.
- W178748327 cites W2118788916 @default.
- W178748327 cites W2128529067 @default.
- W178748327 cites W2135293965 @default.
- W178748327 cites W2147234763 @default.
- W178748327 cites W2150884987 @default.
- W178748327 cites W2157110881 @default.
- W178748327 cites W2166501286 @default.
- W178748327 cites W2167917621 @default.
- W178748327 cites W4233451384 @default.
- W178748327 doi "https://doi.org/10.1007/978-3-642-23229-9_14" @default.
- W178748327 hasPublicationYear "2012" @default.
- W178748327 type Work @default.
- W178748327 sameAs 178748327 @default.
- W178748327 citedByCount "1" @default.
- W178748327 countsByYear W1787483272013 @default.
- W178748327 crossrefType "book-chapter" @default.
- W178748327 hasAuthorship W178748327A5016012064 @default.
- W178748327 hasAuthorship W178748327A5035813973 @default.
- W178748327 hasAuthorship W178748327A5043837835 @default.
- W178748327 hasAuthorship W178748327A5067077150 @default.
- W178748327 hasConcept C118552586 @default.
- W178748327 hasConcept C119857082 @default.
- W178748327 hasConcept C14216870 @default.
- W178748327 hasConcept C142724271 @default.
- W178748327 hasConcept C154945302 @default.
- W178748327 hasConcept C15744967 @default.
- W178748327 hasConcept C169900460 @default.
- W178748327 hasConcept C2777952318 @default.
- W178748327 hasConcept C2779134260 @default.
- W178748327 hasConcept C2779483572 @default.
- W178748327 hasConcept C2780801072 @default.
- W178748327 hasConcept C41008148 @default.
- W178748327 hasConcept C71924100 @default.
- W178748327 hasConceptScore W178748327C118552586 @default.
- W178748327 hasConceptScore W178748327C119857082 @default.
- W178748327 hasConceptScore W178748327C14216870 @default.
- W178748327 hasConceptScore W178748327C142724271 @default.
- W178748327 hasConceptScore W178748327C154945302 @default.
- W178748327 hasConceptScore W178748327C15744967 @default.
- W178748327 hasConceptScore W178748327C169900460 @default.
- W178748327 hasConceptScore W178748327C2777952318 @default.
- W178748327 hasConceptScore W178748327C2779134260 @default.
- W178748327 hasConceptScore W178748327C2779483572 @default.
- W178748327 hasConceptScore W178748327C2780801072 @default.
- W178748327 hasConceptScore W178748327C41008148 @default.
- W178748327 hasConceptScore W178748327C71924100 @default.
- W178748327 hasLocation W1787483271 @default.
- W178748327 hasOpenAccess W178748327 @default.
- W178748327 hasPrimaryLocation W1787483271 @default.
- W178748327 hasRelatedWork W168266111 @default.
- W178748327 hasRelatedWork W1981119163 @default.
- W178748327 hasRelatedWork W1991077286 @default.
- W178748327 hasRelatedWork W1991387104 @default.
- W178748327 hasRelatedWork W2000358973 @default.
- W178748327 hasRelatedWork W2080283774 @default.
- W178748327 hasRelatedWork W2090304207 @default.
- W178748327 hasRelatedWork W2127745624 @default.
- W178748327 hasRelatedWork W2134991557 @default.
- W178748327 hasRelatedWork W2336916401 @default.
- W178748327 hasRelatedWork W2342186291 @default.
- W178748327 hasRelatedWork W2440165387 @default.
- W178748327 hasRelatedWork W2791027958 @default.
- W178748327 hasRelatedWork W2960986212 @default.
- W178748327 hasRelatedWork W3021846657 @default.
- W178748327 hasRelatedWork W3024567856 @default.
- W178748327 hasRelatedWork W3092497056 @default.
- W178748327 hasRelatedWork W41661434 @default.
- W178748327 hasRelatedWork W9925443 @default.
- W178748327 hasRelatedWork W2061774769 @default.
- W178748327 isParatext "false" @default.
- W178748327 isRetracted "false" @default.