FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890697827> ?p ?o ?g. }

• W2890697827 endingPage "1432" @default.
• W2890697827 startingPage "1426" @default.
• W2890697827 abstract "Surgical Process Modelling (SPM) offers the possibility to automatically gain insight in the surgical workflow, with the potential to improve OR logistics and surgical care. Most studies have focussed on phase recognition modelling of the laparoscopic cholecystectomy, because of its standard and frequent execution. To demonstrate the broad applicability of SPM, more diverse and complex procedures need to be studied. The aim of this study is to investigate the accuracy in which we can recognise and extract surgical phases in laparoscopic hysterectomies (LHs) with inherent variability in procedure time. To show the applicability of the approach, the model was used to automatically predict surgical end-times.A dataset of 40 video-recorded LHs was manually annotated for instrument use and divided into ten surgical phases. The use of instruments provided the feature input for building a Random Forest surgical phase recognition model that was trained to automatically recognise surgical phases. Tenfold cross-validation was performed to optimise the model for predicting the surgical end-time throughout the procedure.Average surgery time is 128 ± 27 min. Large variability within specific phases is seen. Overall, the Random Forest model reaches an accuracy of 77% recognising the current phase in the procedure. Six of the phases are predicted accurately over 80% of their duration. When predicting the surgical end-time, on average an error of 16 ± 13 min is reached throughout the procedure.This study demonstrates an intra-operative approach to recognise surgical phases in 40 laparoscopic hysterectomy cases based on instrument usage data. The model is capable of automatic detection of surgical phases for generation of a solid prediction of the surgical end-time." @default.
• W2890697827 created "2018-09-27" @default.
• W2890697827 creator A5003992172 @default.
• W2890697827 creator A5018246512 @default.
• W2890697827 creator A5019094110 @default.
• W2890697827 creator A5019984544 @default.
• W2890697827 creator A5046820815 @default.
• W2890697827 date "2018-09-05" @default.
• W2890697827 modified "2023-10-17" @default.
• W2890697827 title "Surgical phase modelling in minimal invasive surgery" @default.
• W2890697827 cites W116783586 @default.
• W2890697827 cites W1502810280 @default.
• W2890697827 cites W193465674 @default.
• W2890697827 cites W1979918325 @default.
• W2890697827 cites W1984453910 @default.
• W2890697827 cites W1988068488 @default.
• W2890697827 cites W2016545368 @default.
• W2890697827 cites W2041742273 @default.
• W2890697827 cites W2092805342 @default.
• W2890697827 cites W2103082013 @default.
• W2890697827 cites W2106414605 @default.
• W2890697827 cites W2108290575 @default.
• W2890697827 cites W2135393100 @default.
• W2890697827 cites W2140555946 @default.
• W2890697827 cites W2152709098 @default.
• W2890697827 cites W2166907599 @default.
• W2890697827 cites W2313428946 @default.
• W2890697827 cites W2402567080 @default.
• W2890697827 cites W2530221361 @default.
• W2890697827 cites W658813326 @default.
• W2890697827 cites W74262313 @default.
• W2890697827 doi "https://doi.org/10.1007/s00464-018-6417-4" @default.
• W2890697827 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6484813" @default.
• W2890697827 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30187202" @default.
• W2890697827 hasPublicationYear "2018" @default.
• W2890697827 type Work @default.
• W2890697827 sameAs 2890697827 @default.
• W2890697827 citedByCount "21" @default.
• W2890697827 countsByYear W28906978272019 @default.
• W2890697827 countsByYear W28906978272020 @default.
• W2890697827 countsByYear W28906978272021 @default.
• W2890697827 countsByYear W28906978272022 @default.
• W2890697827 countsByYear W28906978272023 @default.
• W2890697827 crossrefType "journal-article" @default.
• W2890697827 hasAuthorship W2890697827A5003992172 @default.
• W2890697827 hasAuthorship W2890697827A5018246512 @default.
• W2890697827 hasAuthorship W2890697827A5019094110 @default.
• W2890697827 hasAuthorship W2890697827A5019984544 @default.
• W2890697827 hasAuthorship W2890697827A5046820815 @default.
• W2890697827 hasBestOaLocation W28906978271 @default.
• W2890697827 hasConcept C111919701 @default.
• W2890697827 hasConcept C138885662 @default.
• W2890697827 hasConcept C141071460 @default.
• W2890697827 hasConcept C154945302 @default.
• W2890697827 hasConcept C169258074 @default.
• W2890697827 hasConcept C177212765 @default.
• W2890697827 hasConcept C2776401178 @default.
• W2890697827 hasConcept C2776641081 @default.
• W2890697827 hasConcept C2779494336 @default.
• W2890697827 hasConcept C2987287001 @default.
• W2890697827 hasConcept C3019611579 @default.
• W2890697827 hasConcept C41008148 @default.
• W2890697827 hasConcept C41895202 @default.
• W2890697827 hasConcept C71924100 @default.
• W2890697827 hasConcept C77088390 @default.
• W2890697827 hasConcept C98045186 @default.
• W2890697827 hasConceptScore W2890697827C111919701 @default.
• W2890697827 hasConceptScore W2890697827C138885662 @default.
• W2890697827 hasConceptScore W2890697827C141071460 @default.
• W2890697827 hasConceptScore W2890697827C154945302 @default.
• W2890697827 hasConceptScore W2890697827C169258074 @default.
• W2890697827 hasConceptScore W2890697827C177212765 @default.
• W2890697827 hasConceptScore W2890697827C2776401178 @default.
• W2890697827 hasConceptScore W2890697827C2776641081 @default.
• W2890697827 hasConceptScore W2890697827C2779494336 @default.
• W2890697827 hasConceptScore W2890697827C2987287001 @default.
• W2890697827 hasConceptScore W2890697827C3019611579 @default.
• W2890697827 hasConceptScore W2890697827C41008148 @default.
• W2890697827 hasConceptScore W2890697827C41895202 @default.
• W2890697827 hasConceptScore W2890697827C71924100 @default.
• W2890697827 hasConceptScore W2890697827C77088390 @default.
• W2890697827 hasConceptScore W2890697827C98045186 @default.
• W2890697827 hasIssue "5" @default.
• W2890697827 hasLocation W28906978271 @default.
• W2890697827 hasLocation W28906978272 @default.
• W2890697827 hasLocation W28906978273 @default.
• W2890697827 hasLocation W28906978274 @default.
• W2890697827 hasOpenAccess W2890697827 @default.
• W2890697827 hasPrimaryLocation W28906978271 @default.
• W2890697827 hasRelatedWork W2024805197 @default.
• W2890697827 hasRelatedWork W2113046938 @default.
• W2890697827 hasRelatedWork W2229129970 @default.
• W2890697827 hasRelatedWork W2360295918 @default.
• W2890697827 hasRelatedWork W2501683669 @default.
• W2890697827 hasRelatedWork W2799813705 @default.
• W2890697827 hasRelatedWork W2921338709 @default.
• W2890697827 hasRelatedWork W3010522079 @default.
• W2890697827 hasRelatedWork W4232844502 @default.

• next