Matches in SemOpenAlex for { <https://semopenalex.org/work/W2793296114> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2793296114 abstract "Abstract Background Scientific insight is often sought by recording and analyzing large quantities of video. While easy access to cameras has increased the quantity of collected videos, the rate at which they can be analyzed remains a major limitation. Often, bench scientists struggle with the most basic problem that there is currently no user-friendly, flexible, and open source software tool with which to watch and annotate these videos. Results We have created the VideoTagger tool to address these and many of the other associated challenges of video analysis. VideoTagger allows non-programming users to efficiently explore, annotate, and visualize large quantities of video data, within their existing experimental protocols. Further, it is built to accept programmed plugins written in Python, to enable seamless integration with other sophisticated computer-aided analyses. We tested VideoTagger ourselves, and have a growing base of users in other scientific disciplines. Capitalising on the unique features of VideoTagger to play back infinite lengths of video footage at various speeds, we annotated 39h of a Drosophila melanogaster lifespan video, at approximately 10-15x faster than real-time. We then used these labels to train a machine-learning plugin, which we used to annotate an additional 538h of footage automatically. In this way, we found that flies fall over spontaneously with increasing frequency as they age, and also spend longer durations struggling to right themselves. Ageing in flies is typically defined by length of life. We propose that this new mobility measure of ageing could help the discovery of mechanisms in biogerontology, refining our definition of what healthy ageing means in this extremely small, but widely used, invertebrate. Conclusions We show how VideoTagger is sufficiently flexible for studying lengthy and/or numerous video experiments, thus directly improving scientists’ productivity across varied domains." @default.
- W2793296114 created "2018-03-29" @default.
- W2793296114 creator A5010670817 @default.
- W2793296114 creator A5038405331 @default.
- W2793296114 creator A5043122280 @default.
- W2793296114 creator A5063600180 @default.
- W2793296114 date "2018-02-27" @default.
- W2793296114 modified "2023-10-16" @default.
- W2793296114 title "VideoTagger: User-Friendly Software for Annotating Video Experiments of Any Duration" @default.
- W2793296114 cites W1977591411 @default.
- W2793296114 cites W2006302594 @default.
- W2793296114 cites W2014180998 @default.
- W2793296114 cites W2024244622 @default.
- W2793296114 cites W2034920727 @default.
- W2793296114 cites W2037616059 @default.
- W2793296114 cites W2045472572 @default.
- W2793296114 cites W2066267999 @default.
- W2793296114 cites W2099540110 @default.
- W2793296114 cites W2103328299 @default.
- W2793296114 cites W2106655937 @default.
- W2793296114 cites W2137155095 @default.
- W2793296114 cites W2149705965 @default.
- W2793296114 cites W2151985844 @default.
- W2793296114 cites W2153312037 @default.
- W2793296114 cites W2157725915 @default.
- W2793296114 doi "https://doi.org/10.1101/272468" @default.
- W2793296114 hasPublicationYear "2018" @default.
- W2793296114 type Work @default.
- W2793296114 sameAs 2793296114 @default.
- W2793296114 citedByCount "0" @default.
- W2793296114 crossrefType "posted-content" @default.
- W2793296114 hasAuthorship W2793296114A5010670817 @default.
- W2793296114 hasAuthorship W2793296114A5038405331 @default.
- W2793296114 hasAuthorship W2793296114A5043122280 @default.
- W2793296114 hasAuthorship W2793296114A5063600180 @default.
- W2793296114 hasBestOaLocation W27932961141 @default.
- W2793296114 hasConcept C107457646 @default.
- W2793296114 hasConcept C166957645 @default.
- W2793296114 hasConcept C199360897 @default.
- W2793296114 hasConcept C2777904410 @default.
- W2793296114 hasConcept C2780310081 @default.
- W2793296114 hasConcept C41008148 @default.
- W2793296114 hasConcept C4438859 @default.
- W2793296114 hasConcept C4924752 @default.
- W2793296114 hasConcept C49774154 @default.
- W2793296114 hasConcept C519991488 @default.
- W2793296114 hasConcept C95457728 @default.
- W2793296114 hasConceptScore W2793296114C107457646 @default.
- W2793296114 hasConceptScore W2793296114C166957645 @default.
- W2793296114 hasConceptScore W2793296114C199360897 @default.
- W2793296114 hasConceptScore W2793296114C2777904410 @default.
- W2793296114 hasConceptScore W2793296114C2780310081 @default.
- W2793296114 hasConceptScore W2793296114C41008148 @default.
- W2793296114 hasConceptScore W2793296114C4438859 @default.
- W2793296114 hasConceptScore W2793296114C4924752 @default.
- W2793296114 hasConceptScore W2793296114C49774154 @default.
- W2793296114 hasConceptScore W2793296114C519991488 @default.
- W2793296114 hasConceptScore W2793296114C95457728 @default.
- W2793296114 hasLocation W27932961141 @default.
- W2793296114 hasOpenAccess W2793296114 @default.
- W2793296114 hasPrimaryLocation W27932961141 @default.
- W2793296114 hasRelatedWork W160107387 @default.
- W2793296114 hasRelatedWork W1748675148 @default.
- W2793296114 hasRelatedWork W1818624060 @default.
- W2793296114 hasRelatedWork W2006956419 @default.
- W2793296114 hasRelatedWork W2144735026 @default.
- W2793296114 hasRelatedWork W2152925148 @default.
- W2793296114 hasRelatedWork W2183084987 @default.
- W2793296114 hasRelatedWork W2277431424 @default.
- W2793296114 hasRelatedWork W2485394510 @default.
- W2793296114 hasRelatedWork W2889073286 @default.
- W2793296114 hasRelatedWork W2903012248 @default.
- W2793296114 hasRelatedWork W2918413273 @default.
- W2793296114 hasRelatedWork W2976904214 @default.
- W2793296114 hasRelatedWork W2985198610 @default.
- W2793296114 hasRelatedWork W3093068166 @default.
- W2793296114 hasRelatedWork W3102539312 @default.
- W2793296114 hasRelatedWork W3158200701 @default.
- W2793296114 hasRelatedWork W49700711 @default.
- W2793296114 hasRelatedWork W55983355 @default.
- W2793296114 hasRelatedWork W2184975222 @default.
- W2793296114 isParatext "false" @default.
- W2793296114 isRetracted "false" @default.
- W2793296114 magId "2793296114" @default.
- W2793296114 workType "article" @default.