Matches in SemOpenAlex for { <https://semopenalex.org/work/W3047866435> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W3047866435 abstract "We introduce the deep network trained on the MURA dataset from the Stanford University released in 2017. Our system is able to detect bone abnormalities on the radiographs and visualise such zones. We found that our solution has the accuracy comparable to the best results that have been achieved by other development teams that used MURA dataset, in particular the overall Kappa score that was achieved by our team is about 0.942 on the wrist, 0.862 on the hand and o.735 on the shoulder (compared to the best available results to this moment on the official web-site 0.931, 0.851 and 0.729 accordingly). However, despite the good results there are a lot of directions for the future enhancement of the proposed technology. We see a big potential in the further development computer aided systems (CAD) for the radiographs as the one that will help practical specialists diagnose bone fractures as well as bone oncology cases faster and with the higher accuracy." @default.
- W3047866435 created "2020-08-13" @default.
- W3047866435 creator A5025049840 @default.
- W3047866435 creator A5036482410 @default.
- W3047866435 date "2020-08-07" @default.
- W3047866435 modified "2023-09-25" @default.
- W3047866435 title "X-Ray bone abnormalities detection using MURA dataset." @default.
- W3047866435 cites W15349566 @default.
- W3047866435 cites W1637283730 @default.
- W3047866435 cites W2023055841 @default.
- W3047866435 cites W2052244801 @default.
- W3047866435 cites W2062083055 @default.
- W3047866435 cites W2733840449 @default.
- W3047866435 cites W2776581140 @default.
- W3047866435 cites W2785645041 @default.
- W3047866435 cites W2793251588 @default.
- W3047866435 cites W2811095288 @default.
- W3047866435 cites W2897228760 @default.
- W3047866435 cites W2905395632 @default.
- W3047866435 cites W2912322580 @default.
- W3047866435 cites W2935090763 @default.
- W3047866435 cites W2940354300 @default.
- W3047866435 cites W2951672703 @default.
- W3047866435 cites W2953532875 @default.
- W3047866435 cites W2963718163 @default.
- W3047866435 cites W3013902712 @default.
- W3047866435 hasPublicationYear "2020" @default.
- W3047866435 type Work @default.
- W3047866435 sameAs 3047866435 @default.
- W3047866435 citedByCount "0" @default.
- W3047866435 crossrefType "posted-content" @default.
- W3047866435 hasAuthorship W3047866435A5025049840 @default.
- W3047866435 hasAuthorship W3047866435A5036482410 @default.
- W3047866435 hasConcept C111919701 @default.
- W3047866435 hasConcept C126838900 @default.
- W3047866435 hasConcept C128019096 @default.
- W3047866435 hasConcept C154945302 @default.
- W3047866435 hasConcept C2776147852 @default.
- W3047866435 hasConcept C36454342 @default.
- W3047866435 hasConcept C41008148 @default.
- W3047866435 hasConcept C71924100 @default.
- W3047866435 hasConceptScore W3047866435C111919701 @default.
- W3047866435 hasConceptScore W3047866435C126838900 @default.
- W3047866435 hasConceptScore W3047866435C128019096 @default.
- W3047866435 hasConceptScore W3047866435C154945302 @default.
- W3047866435 hasConceptScore W3047866435C2776147852 @default.
- W3047866435 hasConceptScore W3047866435C36454342 @default.
- W3047866435 hasConceptScore W3047866435C41008148 @default.
- W3047866435 hasConceptScore W3047866435C71924100 @default.
- W3047866435 hasLocation W30478664351 @default.
- W3047866435 hasOpenAccess W3047866435 @default.
- W3047866435 hasPrimaryLocation W30478664351 @default.
- W3047866435 hasRelatedWork W2901379597 @default.
- W3047866435 hasRelatedWork W2904183610 @default.
- W3047866435 hasRelatedWork W2912322580 @default.
- W3047866435 hasRelatedWork W2949729733 @default.
- W3047866435 hasRelatedWork W2951672703 @default.
- W3047866435 hasRelatedWork W2981459277 @default.
- W3047866435 hasRelatedWork W3007647093 @default.
- W3047866435 hasRelatedWork W3019301429 @default.
- W3047866435 hasRelatedWork W3033383454 @default.
- W3047866435 hasRelatedWork W3033586327 @default.
- W3047866435 hasRelatedWork W3045460727 @default.
- W3047866435 hasRelatedWork W3048464064 @default.
- W3047866435 hasRelatedWork W3048545344 @default.
- W3047866435 hasRelatedWork W3082638545 @default.
- W3047866435 hasRelatedWork W3123642833 @default.
- W3047866435 hasRelatedWork W3153946065 @default.
- W3047866435 hasRelatedWork W3164290946 @default.
- W3047866435 hasRelatedWork W3174657284 @default.
- W3047866435 hasRelatedWork W3201030643 @default.
- W3047866435 hasRelatedWork W3205172723 @default.
- W3047866435 isParatext "false" @default.
- W3047866435 isRetracted "false" @default.
- W3047866435 magId "3047866435" @default.
- W3047866435 workType "article" @default.