Matches in SemOpenAlex for { <https://semopenalex.org/work/W1978005516> ?p ?o ?g. }
- W1978005516 endingPage "318" @default.
- W1978005516 startingPage "308" @default.
- W1978005516 abstract "Clinical Decision Support Systems (CDSS) are active knowledge resources that use patient data to generate case specific advice. The fast pace of change of clinical knowledge imposes to CDSS the continuous update of the domain knowledge and decision criteria. Traditional approaches require costly tedious manual maintenance of the CDSS knowledge bases and repositories. Often, such an effort cannot be assumed by medical teams, hence maintenance is often faulty. In this paper, we propose a (semi-)automatic update process of the underlying knowledge bases and decision criteria of CDSS, following a learning paradigm based on previous experiences, such as the continuous learning that clinicians carry out in real life. In this process clinical decisional events are acquired and formalized inside the system by the use of the SOEKS and Decisional DNA experiential knowledge representation techniques. We propose three algorithms processing clinical experience to: (a) provide a weighting of the different decision criteria, (b) obtain their fine-tuning, and (c) achieve the formalization of new decision criteria. Finally, we present an implementation instance of a CDSS for the domain of breast cancer diagnosis and treatment." @default.
- W1978005516 created "2016-06-24" @default.
- W1978005516 creator A5013959907 @default.
- W1978005516 creator A5014052399 @default.
- W1978005516 creator A5014114406 @default.
- W1978005516 creator A5014404391 @default.
- W1978005516 creator A5014986542 @default.
- W1978005516 creator A5016393293 @default.
- W1978005516 creator A5022949331 @default.
- W1978005516 creator A5034773064 @default.
- W1978005516 creator A5054289279 @default.
- W1978005516 date "2014-12-01" @default.
- W1978005516 modified "2023-10-14" @default.
- W1978005516 title "Decisional DNA for modeling and reuse of experiential clinical assessments in breast cancer diagnosis and treatment" @default.
- W1978005516 cites W118779735 @default.
- W1978005516 cites W1500151553 @default.
- W1978005516 cites W1521313042 @default.
- W1978005516 cites W1543112493 @default.
- W1978005516 cites W1548728152 @default.
- W1978005516 cites W1562622067 @default.
- W1978005516 cites W1570552983 @default.
- W1978005516 cites W1582530249 @default.
- W1978005516 cites W1602819534 @default.
- W1978005516 cites W1787007447 @default.
- W1978005516 cites W1825077972 @default.
- W1978005516 cites W1869478378 @default.
- W1978005516 cites W189449830 @default.
- W1978005516 cites W1964168965 @default.
- W1978005516 cites W1975074072 @default.
- W1978005516 cites W199032803 @default.
- W1978005516 cites W1993717606 @default.
- W1978005516 cites W1996809283 @default.
- W1978005516 cites W2000900121 @default.
- W1978005516 cites W2005340049 @default.
- W1978005516 cites W2010332702 @default.
- W1978005516 cites W2012771694 @default.
- W1978005516 cites W2019306164 @default.
- W1978005516 cites W2030356572 @default.
- W1978005516 cites W2031199973 @default.
- W1978005516 cites W2031203512 @default.
- W1978005516 cites W2032330087 @default.
- W1978005516 cites W2040565674 @default.
- W1978005516 cites W2043382905 @default.
- W1978005516 cites W2046100017 @default.
- W1978005516 cites W2050235055 @default.
- W1978005516 cites W2054618086 @default.
- W1978005516 cites W2054781111 @default.
- W1978005516 cites W2061065224 @default.
- W1978005516 cites W2069698803 @default.
- W1978005516 cites W2076750860 @default.
- W1978005516 cites W2085667909 @default.
- W1978005516 cites W2086409142 @default.
- W1978005516 cites W2088219492 @default.
- W1978005516 cites W2097855313 @default.
- W1978005516 cites W2098741739 @default.
- W1978005516 cites W2101692118 @default.
- W1978005516 cites W2111072639 @default.
- W1978005516 cites W2114674317 @default.
- W1978005516 cites W2115441252 @default.
- W1978005516 cites W2124776405 @default.
- W1978005516 cites W2126385963 @default.
- W1978005516 cites W2136842591 @default.
- W1978005516 cites W2138260443 @default.
- W1978005516 cites W2138516811 @default.
- W1978005516 cites W2140899075 @default.
- W1978005516 cites W2148603752 @default.
- W1978005516 cites W2152168437 @default.
- W1978005516 cites W2155399784 @default.
- W1978005516 cites W2155641892 @default.
- W1978005516 cites W2160637457 @default.
- W1978005516 cites W2166858912 @default.
- W1978005516 cites W2171144767 @default.
- W1978005516 cites W2174308097 @default.
- W1978005516 cites W2184966555 @default.
- W1978005516 cites W2324093677 @default.
- W1978005516 cites W23758216 @default.
- W1978005516 cites W2438547946 @default.
- W1978005516 cites W2483374249 @default.
- W1978005516 cites W257153401 @default.
- W1978005516 cites W2766736793 @default.
- W1978005516 cites W3036512766 @default.
- W1978005516 cites W3128438682 @default.
- W1978005516 cites W3185406853 @default.
- W1978005516 cites W55232626 @default.
- W1978005516 cites W602277695 @default.
- W1978005516 cites W70273200 @default.
- W1978005516 cites W91179576 @default.
- W1978005516 cites W980439588 @default.
- W1978005516 doi "https://doi.org/10.1016/j.neucom.2014.06.032" @default.
- W1978005516 hasPublicationYear "2014" @default.
- W1978005516 type Work @default.
- W1978005516 sameAs 1978005516 @default.
- W1978005516 citedByCount "10" @default.
- W1978005516 countsByYear W19780055162015 @default.
- W1978005516 countsByYear W19780055162016 @default.
- W1978005516 countsByYear W19780055162017 @default.
- W1978005516 countsByYear W19780055162018 @default.
- W1978005516 countsByYear W19780055162019 @default.