FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3197095572> ?p ?o ?g. }

• W3197095572 abstract "Long-term pain conditions after surgery and patients' responses to pain relief medications are not yet fully understood. While recent studies developed an index for nociception level of patients under general anesthesia, based on multiple physiological parameters, it remains unclear whether and how dynamics of these parameters indicate long-term post-operative pain (POP). To extract unbiased and interpretable descriptions of how physiological parameters dynamics change over time and across patients in response to surgical procedures, we employed a multivariate-temporal analysis. We demonstrate the main features of intra-operative physiological responses can be used to predict long-term POP. We propose to use a complex higher-order SVD method to accurately decompose the patients' physiological responses into multivariate structures evolving in time. We used intra-operative vital signs of 175 patients from a mixed surgical cohort to extract three interconnected, low-dimensional complex-valued descriptions of patients' physiological responses: multivariate factors, reflecting sub-physiological parameters; temporal factors reflecting common intra-surgery temporal dynamics; and patients factors, describing patient to patient changes in physiological responses. Adoption of complex-HOSVD allowed us to clarify the dynamic correlation structure included in intra-operative physiological responses. Instantaneous phases of the complex-valued physiological responses within the subspace of principal descriptors enabled us to discriminate between mild versus severe levels of long-term POP. By abstracting patients into different surgical groups, we identified significant surgery-related principal descriptors: each of them potentially encodes different surgical stimulation. The dynamics of patients' physiological responses to these surgical events are linked to long-term post-operative pain development." @default.
• W3197095572 created "2021-09-13" @default.
• W3197095572 creator A5007040136 @default.
• W3197095572 creator A5008444016 @default.
• W3197095572 creator A5019504861 @default.
• W3197095572 creator A5084386025 @default.
• W3197095572 date "2021-09-02" @default.
• W3197095572 modified "2023-10-14" @default.
• W3197095572 title "Analysis of Intra-Operative Physiological Responses Through Complex Higher-Order SVD for Long-Term Post-Operative Pain Prediction" @default.
• W3197095572 cites W1945168468 @default.
• W3197095572 cites W1964647709 @default.
• W3197095572 cites W1968409311 @default.
• W3197095572 cites W1974125795 @default.
• W3197095572 cites W1977221742 @default.
• W3197095572 cites W1979992638 @default.
• W3197095572 cites W1991711373 @default.
• W3197095572 cites W1999670590 @default.
• W3197095572 cites W2008234012 @default.
• W3197095572 cites W2013912476 @default.
• W3197095572 cites W2019537848 @default.
• W3197095572 cites W2041586358 @default.
• W3197095572 cites W2043893894 @default.
• W3197095572 cites W2048228319 @default.
• W3197095572 cites W2050860681 @default.
• W3197095572 cites W2059299872 @default.
• W3197095572 cites W2071317972 @default.
• W3197095572 cites W2104400774 @default.
• W3197095572 cites W2111466938 @default.
• W3197095572 cites W2112458858 @default.
• W3197095572 cites W2112752919 @default.
• W3197095572 cites W2116623278 @default.
• W3197095572 cites W2130141996 @default.
• W3197095572 cites W2134903229 @default.
• W3197095572 cites W2137085579 @default.
• W3197095572 cites W2173404622 @default.
• W3197095572 cites W2309256480 @default.
• W3197095572 cites W2582771730 @default.
• W3197095572 cites W2981015588 @default.
• W3197095572 cites W3016175113 @default.
• W3197095572 cites W3133476014 @default.
• W3197095572 hasPublicationYear "2021" @default.
• W3197095572 type Work @default.
• W3197095572 sameAs 3197095572 @default.
• W3197095572 citedByCount "0" @default.
• W3197095572 crossrefType "posted-content" @default.
• W3197095572 hasAuthorship W3197095572A5007040136 @default.
• W3197095572 hasAuthorship W3197095572A5008444016 @default.
• W3197095572 hasAuthorship W3197095572A5019504861 @default.
• W3197095572 hasAuthorship W3197095572A5084386025 @default.
• W3197095572 hasConcept C119857082 @default.
• W3197095572 hasConcept C121332964 @default.
• W3197095572 hasConcept C126322002 @default.
• W3197095572 hasConcept C145912823 @default.
• W3197095572 hasConcept C15490471 @default.
• W3197095572 hasConcept C15744967 @default.
• W3197095572 hasConcept C161584116 @default.
• W3197095572 hasConcept C170493617 @default.
• W3197095572 hasConcept C19417346 @default.
• W3197095572 hasConcept C38180746 @default.
• W3197095572 hasConcept C41008148 @default.
• W3197095572 hasConcept C61797465 @default.
• W3197095572 hasConcept C62520636 @default.
• W3197095572 hasConcept C71924100 @default.
• W3197095572 hasConceptScore W3197095572C119857082 @default.
• W3197095572 hasConceptScore W3197095572C121332964 @default.
• W3197095572 hasConceptScore W3197095572C126322002 @default.
• W3197095572 hasConceptScore W3197095572C145912823 @default.
• W3197095572 hasConceptScore W3197095572C15490471 @default.
• W3197095572 hasConceptScore W3197095572C15744967 @default.
• W3197095572 hasConceptScore W3197095572C161584116 @default.
• W3197095572 hasConceptScore W3197095572C170493617 @default.
• W3197095572 hasConceptScore W3197095572C19417346 @default.
• W3197095572 hasConceptScore W3197095572C38180746 @default.
• W3197095572 hasConceptScore W3197095572C41008148 @default.
• W3197095572 hasConceptScore W3197095572C61797465 @default.
• W3197095572 hasConceptScore W3197095572C62520636 @default.
• W3197095572 hasConceptScore W3197095572C71924100 @default.
• W3197095572 hasLocation W31970955721 @default.
• W3197095572 hasOpenAccess W3197095572 @default.
• W3197095572 hasPrimaryLocation W31970955721 @default.
• W3197095572 hasRelatedWork W3129638880 @default.
• W3197095572 hasRelatedWork W3152889284 @default.
• W3197095572 isParatext "false" @default.
• W3197095572 isRetracted "false" @default.
• W3197095572 magId "3197095572" @default.
• W3197095572 workType "article" @default.