FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W206870228> ?p ?o ?g. }

• W206870228 endingPage "114" @default.
• W206870228 startingPage "103" @default.
• W206870228 abstract "As recommender systems have proven their effectiveness in other areas, it is aimed to transfer this approach for use in medicine. Particularly, the diagnoses of physicians made in rural hospitals of developing countries, in remote areas or in situations of uncertainty are to be complemented by machine recommendations drawing on large bases of expert knowledge in order to reduce the risk to patients. Recommendation is mainly based on finding known patterns similar to a case under consideration. To search for such patterns in rather large databases, a weighted similarity distance is employed, which is specially derived for medical knowledge. For collaborative filtering an incremental algorithm, called W-InCF, is used working with the Mahalanobis distance and fuzzy membership. W-InCF consists of a learning phase, in which a cluster model of patients’ medical history is constructed incrementally, and a prediction phase, in which the medical pattern of each patient considered is compared with the model to determine the most similar cluster. Fuzzy sets are employed to cope with possible confusion of decision making on overlapping clusters. The degrees of membership to these fuzzy sets is expressed by a weighted Mahalanobis radial basis function, and the weights are derived from risk factors identified by experts. The algorithm is validated using data on cephalopelvic disproportion." @default.
• W206870228 created "2016-06-24" @default.
• W206870228 creator A5000543337 @default.
• W206870228 creator A5022630643 @default.
• W206870228 creator A5037108851 @default.
• W206870228 date "2012-01-01" @default.
• W206870228 modified "2023-09-23" @default.
• W206870228 title "Determining Pattern Similarity in a Medical Recommender System" @default.
• W206870228 cites W1492518391 @default.
• W206870228 cites W1495249521 @default.
• W206870228 cites W1972588194 @default.
• W206870228 cites W1992419399 @default.
• W206870228 cites W1999627569 @default.
• W206870228 cites W2010581786 @default.
• W206870228 cites W2023893046 @default.
• W206870228 cites W2033767223 @default.
• W206870228 cites W2043973684 @default.
• W206870228 cites W2052222137 @default.
• W206870228 cites W2061272711 @default.
• W206870228 cites W2081282960 @default.
• W206870228 cites W2091209984 @default.
• W206870228 cites W2100235918 @default.
• W206870228 cites W2103567365 @default.
• W206870228 cites W2118462120 @default.
• W206870228 cites W2119103182 @default.
• W206870228 cites W2144593802 @default.
• W206870228 cites W2163225562 @default.
• W206870228 cites W2167657841 @default.
• W206870228 cites W2171960770 @default.
• W206870228 cites W2492274940 @default.
• W206870228 cites W281665770 @default.
• W206870228 cites W4238253035 @default.
• W206870228 doi "https://doi.org/10.1007/978-3-642-34679-8_11" @default.
• W206870228 hasPublicationYear "2012" @default.
• W206870228 type Work @default.
• W206870228 sameAs 206870228 @default.
• W206870228 citedByCount "12" @default.
• W206870228 countsByYear W2068702282014 @default.
• W206870228 countsByYear W2068702282015 @default.
• W206870228 countsByYear W2068702282016 @default.
• W206870228 countsByYear W2068702282017 @default.
• W206870228 countsByYear W2068702282018 @default.
• W206870228 countsByYear W2068702282021 @default.
• W206870228 countsByYear W2068702282023 @default.
• W206870228 crossrefType "book-chapter" @default.
• W206870228 hasAuthorship W206870228A5000543337 @default.
• W206870228 hasAuthorship W206870228A5022630643 @default.
• W206870228 hasAuthorship W206870228A5037108851 @default.
• W206870228 hasConcept C103278499 @default.
• W206870228 hasConcept C11171543 @default.
• W206870228 hasConcept C115961682 @default.
• W206870228 hasConcept C119857082 @default.
• W206870228 hasConcept C124101348 @default.
• W206870228 hasConcept C138602881 @default.
• W206870228 hasConcept C142724271 @default.
• W206870228 hasConcept C154945302 @default.
• W206870228 hasConcept C15744967 @default.
• W206870228 hasConcept C1921717 @default.
• W206870228 hasConcept C2781140086 @default.
• W206870228 hasConcept C41008148 @default.
• W206870228 hasConcept C42011625 @default.
• W206870228 hasConcept C534262118 @default.
• W206870228 hasConcept C557471498 @default.
• W206870228 hasConcept C58166 @default.
• W206870228 hasConcept C71924100 @default.
• W206870228 hasConceptScore W206870228C103278499 @default.
• W206870228 hasConceptScore W206870228C11171543 @default.
• W206870228 hasConceptScore W206870228C115961682 @default.
• W206870228 hasConceptScore W206870228C119857082 @default.
• W206870228 hasConceptScore W206870228C124101348 @default.
• W206870228 hasConceptScore W206870228C138602881 @default.
• W206870228 hasConceptScore W206870228C142724271 @default.
• W206870228 hasConceptScore W206870228C154945302 @default.
• W206870228 hasConceptScore W206870228C15744967 @default.
• W206870228 hasConceptScore W206870228C1921717 @default.
• W206870228 hasConceptScore W206870228C2781140086 @default.
• W206870228 hasConceptScore W206870228C41008148 @default.
• W206870228 hasConceptScore W206870228C42011625 @default.
• W206870228 hasConceptScore W206870228C534262118 @default.
• W206870228 hasConceptScore W206870228C557471498 @default.
• W206870228 hasConceptScore W206870228C58166 @default.
• W206870228 hasConceptScore W206870228C71924100 @default.
• W206870228 hasLocation W2068702281 @default.
• W206870228 hasOpenAccess W206870228 @default.
• W206870228 hasPrimaryLocation W2068702281 @default.
• W206870228 hasRelatedWork W115285793 @default.
• W206870228 hasRelatedWork W2348159088 @default.
• W206870228 hasRelatedWork W2372041314 @default.
• W206870228 hasRelatedWork W2406205719 @default.
• W206870228 hasRelatedWork W2893089803 @default.
• W206870228 hasRelatedWork W2981850339 @default.
• W206870228 hasRelatedWork W3188502243 @default.
• W206870228 hasRelatedWork W4200232869 @default.
• W206870228 hasRelatedWork W4231994957 @default.
• W206870228 hasRelatedWork W4361795583 @default.
• W206870228 isParatext "false" @default.
• W206870228 isRetracted "false" @default.
• W206870228 magId "206870228" @default.

• next