Matches in SemOpenAlex for { <https://semopenalex.org/work/W1978532099> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W1978532099 endingPage "e254" @default.
- W1978532099 startingPage "e245" @default.
- W1978532099 abstract "Assisted Living provides a long-term care option that combines supportive systems and services for monitoring and assessing the health status with activities of daily living and health care. Daily monitoring of the health status in subjects characterized by chronic and/or degenerative conditions is not possible in all those cases where the disease progression has to be evaluated only by a direct interaction between the patients and the healthcare structures on a regular basis, over time and for life. In this respect, this work proposes an evolutionary-fuzzy decision support system (DSS) for assessing the health status of subjects affected by multiple sclerosis (MS) during the disease progression over time. Such a DSS has been defined and implemented exploiting a novel approach devised to facilitate the design of fuzzy DSSs for medical problems. The approach is aimed at: (i) introducing a set of design criteria to encode the medical knowledge elicited from clinical experts in terms of linguistic variables, linguistic values and fuzzy rules with the final aim of granting the interpretability; (ii) defining a fuzzy inference technique to best fit the structure of medical knowledge and the peculiarities of the medical inference; (iii) defining an evolutionary technique to tune the formalized knowledge by optimizing the shapes of the membership functions for each linguistic variable involved in the rules. An experimental session has been carried out for evaluating, first of all, the approach on five medical databases commonly diffused in literature and for comparing it with other systems. After that, the evolutionary-fuzzy DSS for assessing MS patient's health status has been quantitatively evaluated on 120 patients affected by MS and compared with other approaches. The achieved results have shown that our approach is very effective on the five databases, since it provides, on average, the second highest accuracy when compared to eight tools. Furthermore, as far as the classification of multiple sclerosis lesions is considered, the proposed system has turned out to outperform nine popular tools." @default.
- W1978532099 created "2016-06-24" @default.
- W1978532099 creator A5008040085 @default.
- W1978532099 creator A5025157025 @default.
- W1978532099 creator A5086794713 @default.
- W1978532099 date "2011-12-01" @default.
- W1978532099 modified "2023-10-02" @default.
- W1978532099 title "An evolutionary-fuzzy DSS for assessing health status in multiple sclerosis disease" @default.
- W1978532099 cites W1978051930 @default.
- W1978532099 cites W1995768871 @default.
- W1978532099 cites W1997424317 @default.
- W1978532099 cites W2012637054 @default.
- W1978532099 cites W2016221599 @default.
- W1978532099 cites W2028429275 @default.
- W1978532099 cites W2035553573 @default.
- W1978532099 cites W2043698677 @default.
- W1978532099 cites W2057093207 @default.
- W1978532099 cites W2062075188 @default.
- W1978532099 cites W2105490558 @default.
- W1978532099 cites W2125332715 @default.
- W1978532099 cites W2133061701 @default.
- W1978532099 cites W2133990480 @default.
- W1978532099 cites W2140885259 @default.
- W1978532099 cites W2146505968 @default.
- W1978532099 cites W4211007335 @default.
- W1978532099 cites W4211254511 @default.
- W1978532099 cites W4246454767 @default.
- W1978532099 doi "https://doi.org/10.1016/j.ijmedinf.2011.09.003" @default.
- W1978532099 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/21963232" @default.
- W1978532099 hasPublicationYear "2011" @default.
- W1978532099 type Work @default.
- W1978532099 sameAs 1978532099 @default.
- W1978532099 citedByCount "37" @default.
- W1978532099 countsByYear W19785320992013 @default.
- W1978532099 countsByYear W19785320992014 @default.
- W1978532099 countsByYear W19785320992015 @default.
- W1978532099 countsByYear W19785320992016 @default.
- W1978532099 countsByYear W19785320992017 @default.
- W1978532099 countsByYear W19785320992018 @default.
- W1978532099 countsByYear W19785320992019 @default.
- W1978532099 countsByYear W19785320992020 @default.
- W1978532099 countsByYear W19785320992021 @default.
- W1978532099 countsByYear W19785320992022 @default.
- W1978532099 countsByYear W19785320992023 @default.
- W1978532099 crossrefType "journal-article" @default.
- W1978532099 hasAuthorship W1978532099A5008040085 @default.
- W1978532099 hasAuthorship W1978532099A5025157025 @default.
- W1978532099 hasAuthorship W1978532099A5086794713 @default.
- W1978532099 hasConcept C107327155 @default.
- W1978532099 hasConcept C119857082 @default.
- W1978532099 hasConcept C154945302 @default.
- W1978532099 hasConcept C177264268 @default.
- W1978532099 hasConcept C195975749 @default.
- W1978532099 hasConcept C199360897 @default.
- W1978532099 hasConcept C2776214188 @default.
- W1978532099 hasConcept C2781067378 @default.
- W1978532099 hasConcept C41008148 @default.
- W1978532099 hasConcept C42011625 @default.
- W1978532099 hasConcept C56739046 @default.
- W1978532099 hasConcept C58166 @default.
- W1978532099 hasConcept C63527458 @default.
- W1978532099 hasConcept C71924100 @default.
- W1978532099 hasConceptScore W1978532099C107327155 @default.
- W1978532099 hasConceptScore W1978532099C119857082 @default.
- W1978532099 hasConceptScore W1978532099C154945302 @default.
- W1978532099 hasConceptScore W1978532099C177264268 @default.
- W1978532099 hasConceptScore W1978532099C195975749 @default.
- W1978532099 hasConceptScore W1978532099C199360897 @default.
- W1978532099 hasConceptScore W1978532099C2776214188 @default.
- W1978532099 hasConceptScore W1978532099C2781067378 @default.
- W1978532099 hasConceptScore W1978532099C41008148 @default.
- W1978532099 hasConceptScore W1978532099C42011625 @default.
- W1978532099 hasConceptScore W1978532099C56739046 @default.
- W1978532099 hasConceptScore W1978532099C58166 @default.
- W1978532099 hasConceptScore W1978532099C63527458 @default.
- W1978532099 hasConceptScore W1978532099C71924100 @default.
- W1978532099 hasIssue "12" @default.
- W1978532099 hasLocation W19785320991 @default.
- W1978532099 hasLocation W19785320992 @default.
- W1978532099 hasOpenAccess W1978532099 @default.
- W1978532099 hasPrimaryLocation W19785320991 @default.
- W1978532099 hasRelatedWork W3006943036 @default.
- W1978532099 hasRelatedWork W3178074139 @default.
- W1978532099 hasRelatedWork W4200511449 @default.
- W1978532099 hasRelatedWork W4206534706 @default.
- W1978532099 hasRelatedWork W4229079080 @default.
- W1978532099 hasRelatedWork W4299487748 @default.
- W1978532099 hasRelatedWork W4313988795 @default.
- W1978532099 hasRelatedWork W4385957992 @default.
- W1978532099 hasRelatedWork W4385965371 @default.
- W1978532099 hasRelatedWork W4386025632 @default.
- W1978532099 hasVolume "80" @default.
- W1978532099 isParatext "false" @default.
- W1978532099 isRetracted "false" @default.
- W1978532099 magId "1978532099" @default.
- W1978532099 workType "article" @default.