FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2116503025> ?p ?o ?g. }

• W2116503025 abstract "In this paper, we propose a feature subset selection method based on genetic algorithms to improve the performance of false positive reduction in lung nodule CAD. It is coupled with a classifier based on support vector machines. The proposed approach determines automatically the optimal size of the feature set and chooses the most relevant features from a feature pool. Its performance was tested using a lung nodule database (66 true nodules and 123 false ones) acquired by multi-slice CT scans. From 23 features calculated for each detected structure, the suggested method determined 9 as the optimal feature subset size and selected the nine features. A support vector machine-based classifier trained with the optimal feature subset has resulted in 92.4% sensitivity and 85.4% specificity using leave-one-out cross validation. Experiments also showed significant improvement achieved by a system incorporating the proposed method over a system without it. It can be also applied to other machine learning problems: e.g. computer-aided diagnosis of lung nodules." @default.
• W2116503025 created "2016-06-24" @default.
• W2116503025 creator A5005652311 @default.
• W2116503025 creator A5027974028 @default.
• W2116503025 creator A5047908747 @default.
• W2116503025 date "2005-07-27" @default.
• W2116503025 modified "2023-09-23" @default.
• W2116503025 title "Feature Subset Selection for Improving the Performance of False Positive Reduction in Lung Nodule CAD" @default.
• W2116503025 cites W115816039 @default.
• W2116503025 cites W144716155 @default.
• W2116503025 cites W1514048016 @default.
• W2116503025 cites W1523646822 @default.
• W2116503025 cites W1573708280 @default.
• W2116503025 cites W1972514162 @default.
• W2116503025 cites W1993220166 @default.
• W2116503025 cites W2017337590 @default.
• W2116503025 cites W2023522838 @default.
• W2116503025 cites W2061863392 @default.
• W2116503025 cites W2086099651 @default.
• W2116503025 cites W2087327261 @default.
• W2116503025 cites W2087347434 @default.
• W2116503025 cites W2087411820 @default.
• W2116503025 cites W2107166114 @default.
• W2116503025 cites W2108279544 @default.
• W2116503025 cites W2109305494 @default.
• W2116503025 cites W2115694019 @default.
• W2116503025 cites W2123636872 @default.
• W2116503025 cites W2132549764 @default.
• W2116503025 cites W2133462743 @default.
• W2116503025 cites W2141209692 @default.
• W2116503025 cites W2142250999 @default.
• W2116503025 cites W2156909104 @default.
• W2116503025 cites W3104925044 @default.
• W2116503025 cites W653645961 @default.
• W2116503025 doi "https://doi.org/10.1109/cbms.2005.53" @default.
• W2116503025 hasPublicationYear "2005" @default.
• W2116503025 type Work @default.
• W2116503025 sameAs 2116503025 @default.
• W2116503025 citedByCount "2" @default.
• W2116503025 countsByYear W21165030252016 @default.
• W2116503025 countsByYear W21165030252019 @default.
• W2116503025 crossrefType "proceedings-article" @default.
• W2116503025 hasAuthorship W2116503025A5005652311 @default.
• W2116503025 hasAuthorship W2116503025A5027974028 @default.
• W2116503025 hasAuthorship W2116503025A5047908747 @default.
• W2116503025 hasConcept C12267149 @default.
• W2116503025 hasConcept C127413603 @default.
• W2116503025 hasConcept C138885662 @default.
• W2116503025 hasConcept C148483581 @default.
• W2116503025 hasConcept C153180895 @default.
• W2116503025 hasConcept C154945302 @default.
• W2116503025 hasConcept C194789388 @default.
• W2116503025 hasConcept C199639397 @default.
• W2116503025 hasConcept C2776401178 @default.
• W2116503025 hasConcept C2779549770 @default.
• W2116503025 hasConcept C41008148 @default.
• W2116503025 hasConcept C41895202 @default.
• W2116503025 hasConcept C52622490 @default.
• W2116503025 hasConcept C83665646 @default.
• W2116503025 hasConcept C95623464 @default.
• W2116503025 hasConceptScore W2116503025C12267149 @default.
• W2116503025 hasConceptScore W2116503025C127413603 @default.
• W2116503025 hasConceptScore W2116503025C138885662 @default.
• W2116503025 hasConceptScore W2116503025C148483581 @default.
• W2116503025 hasConceptScore W2116503025C153180895 @default.
• W2116503025 hasConceptScore W2116503025C154945302 @default.
• W2116503025 hasConceptScore W2116503025C194789388 @default.
• W2116503025 hasConceptScore W2116503025C199639397 @default.
• W2116503025 hasConceptScore W2116503025C2776401178 @default.
• W2116503025 hasConceptScore W2116503025C2779549770 @default.
• W2116503025 hasConceptScore W2116503025C41008148 @default.
• W2116503025 hasConceptScore W2116503025C41895202 @default.
• W2116503025 hasConceptScore W2116503025C52622490 @default.
• W2116503025 hasConceptScore W2116503025C83665646 @default.
• W2116503025 hasConceptScore W2116503025C95623464 @default.
• W2116503025 hasLocation W21165030251 @default.
• W2116503025 hasOpenAccess W2116503025 @default.
• W2116503025 hasPrimaryLocation W21165030251 @default.
• W2116503025 hasRelatedWork W1968009201 @default.
• W2116503025 hasRelatedWork W2000455857 @default.
• W2116503025 hasRelatedWork W2005992530 @default.
• W2116503025 hasRelatedWork W2009077855 @default.
• W2116503025 hasRelatedWork W2066371588 @default.
• W2116503025 hasRelatedWork W2068609255 @default.
• W2116503025 hasRelatedWork W2072715320 @default.
• W2116503025 hasRelatedWork W2121591402 @default.
• W2116503025 hasRelatedWork W2125238081 @default.
• W2116503025 hasRelatedWork W2136989581 @default.
• W2116503025 hasRelatedWork W2268306274 @default.
• W2116503025 hasRelatedWork W2361161109 @default.
• W2116503025 hasRelatedWork W2903863295 @default.
• W2116503025 hasRelatedWork W2953978304 @default.
• W2116503025 hasRelatedWork W3082519995 @default.
• W2116503025 hasRelatedWork W3087915906 @default.
• W2116503025 hasRelatedWork W3121242474 @default.
• W2116503025 hasRelatedWork W3131810576 @default.
• W2116503025 hasRelatedWork W2396824015 @default.
• W2116503025 hasRelatedWork W2757570633 @default.
• W2116503025 isParatext "false" @default.
• W2116503025 isRetracted "false" @default.

• next