Matches in SemOpenAlex for { <https://semopenalex.org/work/W1549741201> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W1549741201 abstract "In the analysis of histopathological images, both holistic (e.g., architecture features) and local appearance features demonstrate excellent performance, while their accuracy may vary dramatically among different inputs. This motivates us to investigate how to fuse results from these features to further enhance the accuracy. Particularly, we employ content-based image retrieval approaches to discover morphologically relevant images for image-guided diagnosis, using both holistic and local features. However, because of the dramatically different characteristics and representations of these heteroge-nous features, their resulting ranks may have no intersection among the top candidates, causing difficulties for traditional fusion methods. In this paper, we employ graph-based query-specific fusion approach where multiple retrieval ranks are integrated and reordered by conducting link analysis on a fused graph. The proposed method is capable of adaptively combining the strengths of local or holistic features for different queries, and does not need any supervision. We evaluate our method on a challenging clinical problem, i.e., histopatholog-ical image-guided diagnosis of intraductal breast lesions, and it achieves 91.67% classification accuracy on 120 breast tissue images from 40 patients." @default.
- W1549741201 created "2016-06-24" @default.
- W1549741201 creator A5008678513 @default.
- W1549741201 creator A5044932896 @default.
- W1549741201 creator A5066553616 @default.
- W1549741201 creator A5080898240 @default.
- W1549741201 date "2015-04-01" @default.
- W1549741201 modified "2023-09-24" @default.
- W1549741201 title "Fusing heterogeneous features for the image-guided diagnosis of intraductal breast lesions" @default.
- W1549741201 cites W1854214752 @default.
- W1549741201 cites W1983988843 @default.
- W1549741201 cites W1992371516 @default.
- W1549741201 cites W2036924016 @default.
- W1549741201 cites W2096041903 @default.
- W1549741201 cites W2103243046 @default.
- W1549741201 cites W2106918289 @default.
- W1549741201 cites W2107901014 @default.
- W1549741201 cites W2124155137 @default.
- W1549741201 cites W2131846894 @default.
- W1549741201 cites W2135364649 @default.
- W1549741201 cites W2142385580 @default.
- W1549741201 cites W2143093135 @default.
- W1549741201 cites W2151103935 @default.
- W1549741201 cites W2159551006 @default.
- W1549741201 cites W39360085 @default.
- W1549741201 doi "https://doi.org/10.1109/isbi.2015.7164110" @default.
- W1549741201 hasPublicationYear "2015" @default.
- W1549741201 type Work @default.
- W1549741201 sameAs 1549741201 @default.
- W1549741201 citedByCount "5" @default.
- W1549741201 countsByYear W15497412012016 @default.
- W1549741201 countsByYear W15497412012018 @default.
- W1549741201 countsByYear W15497412012021 @default.
- W1549741201 crossrefType "proceedings-article" @default.
- W1549741201 hasAuthorship W1549741201A5008678513 @default.
- W1549741201 hasAuthorship W1549741201A5044932896 @default.
- W1549741201 hasAuthorship W1549741201A5066553616 @default.
- W1549741201 hasAuthorship W1549741201A5080898240 @default.
- W1549741201 hasConcept C115961682 @default.
- W1549741201 hasConcept C119599485 @default.
- W1549741201 hasConcept C127413603 @default.
- W1549741201 hasConcept C132525143 @default.
- W1549741201 hasConcept C141353440 @default.
- W1549741201 hasConcept C146978453 @default.
- W1549741201 hasConcept C153180895 @default.
- W1549741201 hasConcept C154945302 @default.
- W1549741201 hasConcept C1667742 @default.
- W1549741201 hasConcept C31972630 @default.
- W1549741201 hasConcept C41008148 @default.
- W1549741201 hasConcept C64543145 @default.
- W1549741201 hasConcept C80444323 @default.
- W1549741201 hasConceptScore W1549741201C115961682 @default.
- W1549741201 hasConceptScore W1549741201C119599485 @default.
- W1549741201 hasConceptScore W1549741201C127413603 @default.
- W1549741201 hasConceptScore W1549741201C132525143 @default.
- W1549741201 hasConceptScore W1549741201C141353440 @default.
- W1549741201 hasConceptScore W1549741201C146978453 @default.
- W1549741201 hasConceptScore W1549741201C153180895 @default.
- W1549741201 hasConceptScore W1549741201C154945302 @default.
- W1549741201 hasConceptScore W1549741201C1667742 @default.
- W1549741201 hasConceptScore W1549741201C31972630 @default.
- W1549741201 hasConceptScore W1549741201C41008148 @default.
- W1549741201 hasConceptScore W1549741201C64543145 @default.
- W1549741201 hasConceptScore W1549741201C80444323 @default.
- W1549741201 hasLocation W15497412011 @default.
- W1549741201 hasOpenAccess W1549741201 @default.
- W1549741201 hasPrimaryLocation W15497412011 @default.
- W1549741201 hasRelatedWork W1632547513 @default.
- W1549741201 hasRelatedWork W1973468222 @default.
- W1549741201 hasRelatedWork W1999968591 @default.
- W1549741201 hasRelatedWork W2025111063 @default.
- W1549741201 hasRelatedWork W2035626876 @default.
- W1549741201 hasRelatedWork W2336747783 @default.
- W1549741201 hasRelatedWork W2357598081 @default.
- W1549741201 hasRelatedWork W2379053021 @default.
- W1549741201 hasRelatedWork W2532645071 @default.
- W1549741201 hasRelatedWork W2533612901 @default.
- W1549741201 hasRelatedWork W2909470172 @default.
- W1549741201 hasRelatedWork W2921975322 @default.
- W1549741201 hasRelatedWork W2951480690 @default.
- W1549741201 hasRelatedWork W2979900860 @default.
- W1549741201 hasRelatedWork W3024660754 @default.
- W1549741201 hasRelatedWork W3090104167 @default.
- W1549741201 hasRelatedWork W3157251998 @default.
- W1549741201 hasRelatedWork W3168837030 @default.
- W1549741201 hasRelatedWork W3169379752 @default.
- W1549741201 hasRelatedWork W3206383369 @default.
- W1549741201 isParatext "false" @default.
- W1549741201 isRetracted "false" @default.
- W1549741201 magId "1549741201" @default.
- W1549741201 workType "article" @default.