Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387564020> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4387564020 abstract "Surgical procedures take place in highly complex operating rooms (OR), involving medical staff, patients, devices and their interactions. Until now, only medical professionals are capable of comprehending these intricate links and interactions. This work advances the field toward automated, comprehensive and semantic understanding and modeling of the OR domain by introducing semantic scene graphs (SSG) as a novel approach to describing and summarizing surgical environments in a structured and semantically rich manner.We create the first open-source 4D SSG dataset. 4D-OR includes simulated total knee replacement surgeries captured by RGB-D sensors in a realistic OR simulation center. It includes annotations for SSGs, human and object pose, clinical roles and surgical phase labels. We introduce a neural network-based SSG generation pipeline for semantic reasoning in the OR and apply our approach to two downstream tasks: clinical role prediction and surgical phase recognition.We show that our pipeline can successfully reason within the OR domain. The capabilities of our scene graphs are further highlighted by their successful application to clinical role prediction and surgical phase recognition tasks.This work paves the way for multimodal holistic operating room modeling, with the potential to significantly enhance the state of the art in surgical data analysis, such as enabling more efficient and precise decision-making during surgical procedures, and ultimately improving patient safety and surgical outcomes. We release our code and dataset at github.com/egeozsoy/4D-OR." @default.
- W4387564020 created "2023-10-13" @default.
- W4387564020 creator A5003203833 @default.
- W4387564020 creator A5037904690 @default.
- W4387564020 creator A5041092666 @default.
- W4387564020 creator A5046896448 @default.
- W4387564020 creator A5057089169 @default.
- W4387564020 creator A5076794873 @default.
- W4387564020 date "2023-10-12" @default.
- W4387564020 modified "2023-10-13" @default.
- W4387564020 title "Holistic OR domain modeling: a semantic scene graph approach" @default.
- W4387564020 cites W125693051 @default.
- W4387564020 cites W2016545368 @default.
- W4387564020 cites W2077069816 @default.
- W4387564020 cites W2117539524 @default.
- W4387564020 cites W2277195237 @default.
- W4387564020 cites W2580456502 @default.
- W4387564020 cites W2594519801 @default.
- W4387564020 cites W2604690505 @default.
- W4387564020 cites W2902067315 @default.
- W4387564020 cites W2963184176 @default.
- W4387564020 cites W2964283648 @default.
- W4387564020 cites W3016121695 @default.
- W4387564020 cites W3034679267 @default.
- W4387564020 cites W3035154952 @default.
- W4387564020 cites W3035574168 @default.
- W4387564020 cites W3092562667 @default.
- W4387564020 cites W3092646344 @default.
- W4387564020 cites W3100964249 @default.
- W4387564020 cites W3101560663 @default.
- W4387564020 cites W3110266995 @default.
- W4387564020 cites W3118932564 @default.
- W4387564020 cites W4214526701 @default.
- W4387564020 cites W4221013717 @default.
- W4387564020 cites W4286572118 @default.
- W4387564020 cites W4296195896 @default.
- W4387564020 doi "https://doi.org/10.1007/s11548-023-03022-w" @default.
- W4387564020 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37823976" @default.
- W4387564020 hasPublicationYear "2023" @default.
- W4387564020 type Work @default.
- W4387564020 citedByCount "0" @default.
- W4387564020 crossrefType "journal-article" @default.
- W4387564020 hasAuthorship W4387564020A5003203833 @default.
- W4387564020 hasAuthorship W4387564020A5037904690 @default.
- W4387564020 hasAuthorship W4387564020A5041092666 @default.
- W4387564020 hasAuthorship W4387564020A5046896448 @default.
- W4387564020 hasAuthorship W4387564020A5057089169 @default.
- W4387564020 hasAuthorship W4387564020A5076794873 @default.
- W4387564020 hasBestOaLocation W43875640201 @default.
- W4387564020 hasConcept C107457646 @default.
- W4387564020 hasConcept C134306372 @default.
- W4387564020 hasConcept C154945302 @default.
- W4387564020 hasConcept C199360897 @default.
- W4387564020 hasConcept C202444582 @default.
- W4387564020 hasConcept C2522767166 @default.
- W4387564020 hasConcept C2775955345 @default.
- W4387564020 hasConcept C33923547 @default.
- W4387564020 hasConcept C36503486 @default.
- W4387564020 hasConcept C41008148 @default.
- W4387564020 hasConcept C43521106 @default.
- W4387564020 hasConcept C9652623 @default.
- W4387564020 hasConceptScore W4387564020C107457646 @default.
- W4387564020 hasConceptScore W4387564020C134306372 @default.
- W4387564020 hasConceptScore W4387564020C154945302 @default.
- W4387564020 hasConceptScore W4387564020C199360897 @default.
- W4387564020 hasConceptScore W4387564020C202444582 @default.
- W4387564020 hasConceptScore W4387564020C2522767166 @default.
- W4387564020 hasConceptScore W4387564020C2775955345 @default.
- W4387564020 hasConceptScore W4387564020C33923547 @default.
- W4387564020 hasConceptScore W4387564020C36503486 @default.
- W4387564020 hasConceptScore W4387564020C41008148 @default.
- W4387564020 hasConceptScore W4387564020C43521106 @default.
- W4387564020 hasConceptScore W4387564020C9652623 @default.
- W4387564020 hasFunder F4320309327 @default.
- W4387564020 hasFunder F4320310842 @default.
- W4387564020 hasFunder F4320321114 @default.
- W4387564020 hasFunder F4320323383 @default.
- W4387564020 hasLocation W43875640201 @default.
- W4387564020 hasLocation W43875640202 @default.
- W4387564020 hasOpenAccess W4387564020 @default.
- W4387564020 hasPrimaryLocation W43875640201 @default.
- W4387564020 hasRelatedWork W1200423363 @default.
- W4387564020 hasRelatedWork W2171591485 @default.
- W4387564020 hasRelatedWork W2252100032 @default.
- W4387564020 hasRelatedWork W2363465409 @default.
- W4387564020 hasRelatedWork W2380685755 @default.
- W4387564020 hasRelatedWork W2393236177 @default.
- W4387564020 hasRelatedWork W2734796617 @default.
- W4387564020 hasRelatedWork W2963436428 @default.
- W4387564020 hasRelatedWork W3037187668 @default.
- W4387564020 hasRelatedWork W3171253712 @default.
- W4387564020 isParatext "false" @default.
- W4387564020 isRetracted "false" @default.
- W4387564020 workType "article" @default.