Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199261392> ?p ?o ?g. }
- W3199261392 endingPage "8" @default.
- W3199261392 startingPage "8" @default.
- W3199261392 abstract "To provide an overview of the decision fusion (DF) technique and describe the applications of the technique in healthcare and medicine at prevention, diagnosis, treatment and administrative levels.The rapid development of technology over the past 20 years has led to an explosion in data growth in various industries, like healthcare. Big data analysis within the healthcare systems is essential for arriving to a value-based decision over a period of time. Diversity and uncertainty in big data analytics have made it impossible to analyze data by using conventional data mining techniques and thus alternative solutions are required. DF is a form of data fusion techniques that could increase the accuracy of diagnosis and facilitate interpretation, summarization and sharing of information.We conducted a review of articles published between January 1980 and December 2020 from various databases such as Google Scholar, IEEE, PubMed, Science Direct, Scopus and web of science using the keywords decision fusion (DF), information fusion, healthcare, medicine and big data. A total of 141 articles were included in this narrative review.Given the importance of big data analysis in reducing costs and improving the quality of healthcare; along with the potential role of DF in big data analysis, it is recommended to know the full potential of this technique including the advantages, challenges and applications of the technique before its use. Future studies should focus on describing the methodology and types of data used for its applications within the healthcare sector." @default.
- W3199261392 created "2021-09-27" @default.
- W3199261392 creator A5000521384 @default.
- W3199261392 creator A5028737051 @default.
- W3199261392 creator A5039669667 @default.
- W3199261392 creator A5050738502 @default.
- W3199261392 creator A5080063515 @default.
- W3199261392 creator A5081775668 @default.
- W3199261392 creator A5082835937 @default.
- W3199261392 date "2022-01-01" @default.
- W3199261392 modified "2023-10-01" @default.
- W3199261392 title "Decision fusion in healthcare and medicine: a narrative review" @default.
- W3199261392 cites W1130184412 @default.
- W3199261392 cites W1526920952 @default.
- W3199261392 cites W1606996132 @default.
- W3199261392 cites W174173124 @default.
- W3199261392 cites W1820614038 @default.
- W3199261392 cites W1873256004 @default.
- W3199261392 cites W1938234037 @default.
- W3199261392 cites W1963558878 @default.
- W3199261392 cites W1965871233 @default.
- W3199261392 cites W1967783374 @default.
- W3199261392 cites W1968638233 @default.
- W3199261392 cites W1970461086 @default.
- W3199261392 cites W1982261958 @default.
- W3199261392 cites W1983399264 @default.
- W3199261392 cites W1992331023 @default.
- W3199261392 cites W1994544878 @default.
- W3199261392 cites W1994960882 @default.
- W3199261392 cites W2000432868 @default.
- W3199261392 cites W2004069149 @default.
- W3199261392 cites W2009736067 @default.
- W3199261392 cites W2011840006 @default.
- W3199261392 cites W2012324048 @default.
- W3199261392 cites W2012594448 @default.
- W3199261392 cites W2018662705 @default.
- W3199261392 cites W2022598238 @default.
- W3199261392 cites W2024050078 @default.
- W3199261392 cites W2029240889 @default.
- W3199261392 cites W2031975327 @default.
- W3199261392 cites W2034314640 @default.
- W3199261392 cites W2040838595 @default.
- W3199261392 cites W2043206931 @default.
- W3199261392 cites W2044281231 @default.
- W3199261392 cites W2048506790 @default.
- W3199261392 cites W2052977654 @default.
- W3199261392 cites W2055371284 @default.
- W3199261392 cites W2059467694 @default.
- W3199261392 cites W2064866805 @default.
- W3199261392 cites W2067755424 @default.
- W3199261392 cites W2070174505 @default.
- W3199261392 cites W2075693373 @default.
- W3199261392 cites W2076829151 @default.
- W3199261392 cites W2082255918 @default.
- W3199261392 cites W2082302018 @default.
- W3199261392 cites W2091879641 @default.
- W3199261392 cites W2094843291 @default.
- W3199261392 cites W2098234936 @default.
- W3199261392 cites W2105752956 @default.
- W3199261392 cites W2109041166 @default.
- W3199261392 cites W2109071867 @default.
- W3199261392 cites W2109532037 @default.
- W3199261392 cites W2110820256 @default.
- W3199261392 cites W2110883416 @default.
- W3199261392 cites W2114706405 @default.
- W3199261392 cites W2115114820 @default.
- W3199261392 cites W2115969720 @default.
- W3199261392 cites W2118023394 @default.
- W3199261392 cites W2118326032 @default.
- W3199261392 cites W2120751691 @default.
- W3199261392 cites W2127190318 @default.
- W3199261392 cites W2133297572 @default.
- W3199261392 cites W2134044111 @default.
- W3199261392 cites W2139368301 @default.
- W3199261392 cites W2144710927 @default.
- W3199261392 cites W2144810924 @default.
- W3199261392 cites W2145622106 @default.
- W3199261392 cites W2147411074 @default.
- W3199261392 cites W2147777216 @default.
- W3199261392 cites W2150860803 @default.
- W3199261392 cites W2152941701 @default.
- W3199261392 cites W2155704307 @default.
- W3199261392 cites W2156098321 @default.
- W3199261392 cites W2158125308 @default.
- W3199261392 cites W2159456842 @default.
- W3199261392 cites W2161481132 @default.
- W3199261392 cites W2168331036 @default.
- W3199261392 cites W2169242575 @default.
- W3199261392 cites W2172117793 @default.
- W3199261392 cites W2173445529 @default.
- W3199261392 cites W2198703459 @default.
- W3199261392 cites W2279586435 @default.
- W3199261392 cites W2285252321 @default.
- W3199261392 cites W2295633530 @default.
- W3199261392 cites W2343051383 @default.
- W3199261392 cites W2344084644 @default.
- W3199261392 cites W2344395450 @default.
- W3199261392 cites W2404912169 @default.