Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366388650> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4366388650 abstract "In this paper, a data-based approach is used to predict the effect of Propofol and Remifentanil on Bispectral Index (BIS) and Mean Arterial Pressure (MAP) during total intravenous anesthesia. In particular, we aim to reproduce the measured data by identifying the pharmacodynamic function using machine-learning techniques. Features from the output of classic pharmacokinetic models and patient information are considered. Five learning methods are tested including linear models, support vector machine, Kernel, k-neighbors regressors, and neural-network. Learning and testing are performed on a particular subset of 150 surgery cases extracted from the VitalDB database. Results show that this approach improves the classic surface-response methods for BIS and MAP prediction and can be used for anesthesia control applications." @default.
- W4366388650 created "2023-04-21" @default.
- W4366388650 creator A5002219406 @default.
- W4366388650 creator A5035566586 @default.
- W4366388650 creator A5046777407 @default.
- W4366388650 date "2023-06-13" @default.
- W4366388650 modified "2023-09-25" @default.
- W4366388650 title "Data-based Pharmacodynamic Modeling for BIS and Mean Arterial Pressure Prediction during General Anesthesia" @default.
- W4366388650 cites W1984912502 @default.
- W4366388650 cites W2043742363 @default.
- W4366388650 cites W2083884181 @default.
- W4366388650 cites W2091787052 @default.
- W4366388650 cites W2115473091 @default.
- W4366388650 cites W2126155630 @default.
- W4366388650 cites W2141993744 @default.
- W4366388650 cites W2319613337 @default.
- W4366388650 cites W2483698312 @default.
- W4366388650 cites W2488700677 @default.
- W4366388650 cites W2493756966 @default.
- W4366388650 cites W2574218361 @default.
- W4366388650 cites W2615248318 @default.
- W4366388650 cites W2759933999 @default.
- W4366388650 cites W2791801802 @default.
- W4366388650 cites W2803844903 @default.
- W4366388650 cites W2989879716 @default.
- W4366388650 cites W3016486740 @default.
- W4366388650 cites W3119775508 @default.
- W4366388650 cites W4284893967 @default.
- W4366388650 doi "https://doi.org/10.23919/ecc57647.2023.10178214" @default.
- W4366388650 hasPublicationYear "2023" @default.
- W4366388650 type Work @default.
- W4366388650 citedByCount "1" @default.
- W4366388650 countsByYear W43663886502023 @default.
- W4366388650 crossrefType "proceedings-article" @default.
- W4366388650 hasAuthorship W4366388650A5002219406 @default.
- W4366388650 hasAuthorship W4366388650A5035566586 @default.
- W4366388650 hasAuthorship W4366388650A5046777407 @default.
- W4366388650 hasBestOaLocation W43663886502 @default.
- W4366388650 hasConcept C111113717 @default.
- W4366388650 hasConcept C112705442 @default.
- W4366388650 hasConcept C114614502 @default.
- W4366388650 hasConcept C119857082 @default.
- W4366388650 hasConcept C12267149 @default.
- W4366388650 hasConcept C126322002 @default.
- W4366388650 hasConcept C153180895 @default.
- W4366388650 hasConcept C154945302 @default.
- W4366388650 hasConcept C2776277131 @default.
- W4366388650 hasConcept C2776452961 @default.
- W4366388650 hasConcept C2777953023 @default.
- W4366388650 hasConcept C2778891214 @default.
- W4366388650 hasConcept C2781097354 @default.
- W4366388650 hasConcept C33923547 @default.
- W4366388650 hasConcept C41008148 @default.
- W4366388650 hasConcept C42219234 @default.
- W4366388650 hasConcept C50644808 @default.
- W4366388650 hasConcept C71924100 @default.
- W4366388650 hasConcept C74193536 @default.
- W4366388650 hasConcept C84393581 @default.
- W4366388650 hasConceptScore W4366388650C111113717 @default.
- W4366388650 hasConceptScore W4366388650C112705442 @default.
- W4366388650 hasConceptScore W4366388650C114614502 @default.
- W4366388650 hasConceptScore W4366388650C119857082 @default.
- W4366388650 hasConceptScore W4366388650C12267149 @default.
- W4366388650 hasConceptScore W4366388650C126322002 @default.
- W4366388650 hasConceptScore W4366388650C153180895 @default.
- W4366388650 hasConceptScore W4366388650C154945302 @default.
- W4366388650 hasConceptScore W4366388650C2776277131 @default.
- W4366388650 hasConceptScore W4366388650C2776452961 @default.
- W4366388650 hasConceptScore W4366388650C2777953023 @default.
- W4366388650 hasConceptScore W4366388650C2778891214 @default.
- W4366388650 hasConceptScore W4366388650C2781097354 @default.
- W4366388650 hasConceptScore W4366388650C33923547 @default.
- W4366388650 hasConceptScore W4366388650C41008148 @default.
- W4366388650 hasConceptScore W4366388650C42219234 @default.
- W4366388650 hasConceptScore W4366388650C50644808 @default.
- W4366388650 hasConceptScore W4366388650C71924100 @default.
- W4366388650 hasConceptScore W4366388650C74193536 @default.
- W4366388650 hasConceptScore W4366388650C84393581 @default.
- W4366388650 hasLocation W43663886501 @default.
- W4366388650 hasLocation W43663886502 @default.
- W4366388650 hasOpenAccess W4366388650 @default.
- W4366388650 hasPrimaryLocation W43663886501 @default.
- W4366388650 hasRelatedWork W2047347532 @default.
- W4366388650 hasRelatedWork W2106614698 @default.
- W4366388650 hasRelatedWork W2112007522 @default.
- W4366388650 hasRelatedWork W2156548617 @default.
- W4366388650 hasRelatedWork W2316370336 @default.
- W4366388650 hasRelatedWork W2334463725 @default.
- W4366388650 hasRelatedWork W2390465587 @default.
- W4366388650 hasRelatedWork W2950889585 @default.
- W4366388650 hasRelatedWork W2965586106 @default.
- W4366388650 hasRelatedWork W3122913396 @default.
- W4366388650 isParatext "false" @default.
- W4366388650 isRetracted "false" @default.
- W4366388650 workType "article" @default.