FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2968935211> ?p ?o ?g. }

• W2968935211 abstract "The increasing need for comprehensive medical signal data has been scarcely tackled in the scope of non-classical modalities and multimodal signal. To overcome this, a data-driven, statistical approach to model cardiorespiratory signals combined with copulas to emulate inter and intramodality dependence is suggested. Gaussian Mixture Models, Fourier Series and Sum of Sines are fitted to different physiological portions of segmented heart cycles. Marginal distributions of the yielded parameters and their linear correlation are used to define a Gaussian Copula from which random sets of parameters are generated to simulate new beats. The model is applied to regular and capacitively coupled Electrocardiography (ECG-cECG) as well as a combination of ECG with blood pressure and ballistocardiography (ECG-BP-BCG) to demonstrate generation of multimodal recordings. Results show realistic wave morphologies and relevant inter and intramodality correlations with a wide range of potential applications such as testing, training and integrating signal processing algorithms.The increasing need for comprehensive medical signal data has been scarcely tackled in the scope of non-classical modalities and multimodal signal. To overcome this, a data-driven, statistical approach to model cardiorespiratory signals combined with copulas to emulate inter and intramodality dependence is suggested. Gaussian Mixture Models, Fourier Series and Sum of Sines are fitted to different physiological portions of segmented heart cycles. Marginal distributions of the yielded parameters and their linear correlation are used to define a Gaussian Copula from which random sets of parameters are generated to simulate new beats. The model is applied to regular and capacitively coupled Electrocardiography (ECG-cECG) as well as a combination of ECG with blood pressure and ballistocardiography (ECG-BP-BCG) to demonstrate generation of multimodal recordings. Results show realistic wave morphologies and relevant inter and intramodality correlations with a wide range of potential applications such as testing,..." @default.
• W2968935211 created "2019-08-22" @default.
• W2968935211 creator A5045859257 @default.
• W2968935211 creator A5060021065 @default.
• W2968935211 creator A5073204231 @default.
• W2968935211 creator A5076994223 @default.
• W2968935211 date "2019-01-01" @default.
• W2968935211 modified "2023-09-26" @default.
• W2968935211 title "Synthesis of cardiac signals using a Copula-approach" @default.
• W2968935211 cites W1773976433 @default.
• W2968935211 cites W2009984511 @default.
• W2968935211 cites W2070071121 @default.
• W2968935211 cites W2075184363 @default.
• W2968935211 cites W2082461190 @default.
• W2968935211 cites W2132904166 @default.
• W2968935211 cites W2181608983 @default.
• W2968935211 cites W2553865972 @default.
• W2968935211 cites W2621205740 @default.
• W2968935211 cites W2704701364 @default.
• W2968935211 cites W2748902594 @default.
• W2968935211 doi "https://doi.org/10.1063/1.5121995" @default.
• W2968935211 hasPublicationYear "2019" @default.
• W2968935211 type Work @default.
• W2968935211 sameAs 2968935211 @default.
• W2968935211 citedByCount "0" @default.
• W2968935211 crossrefType "proceedings-article" @default.
• W2968935211 hasAuthorship W2968935211A5045859257 @default.
• W2968935211 hasAuthorship W2968935211A5060021065 @default.
• W2968935211 hasAuthorship W2968935211A5073204231 @default.
• W2968935211 hasAuthorship W2968935211A5076994223 @default.
• W2968935211 hasConcept C104267543 @default.
• W2968935211 hasConcept C11413529 @default.
• W2968935211 hasConcept C121332964 @default.
• W2968935211 hasConcept C149782125 @default.
• W2968935211 hasConcept C152139883 @default.
• W2968935211 hasConcept C153180895 @default.
• W2968935211 hasConcept C154945302 @default.
• W2968935211 hasConcept C163716315 @default.
• W2968935211 hasConcept C164705383 @default.
• W2968935211 hasConcept C17618745 @default.
• W2968935211 hasConcept C2780040984 @default.
• W2968935211 hasConcept C33923547 @default.
• W2968935211 hasConcept C41008148 @default.
• W2968935211 hasConcept C62520636 @default.
• W2968935211 hasConcept C71924100 @default.
• W2968935211 hasConcept C75172450 @default.
• W2968935211 hasConcept C84462506 @default.
• W2968935211 hasConcept C9390403 @default.
• W2968935211 hasConceptScore W2968935211C104267543 @default.
• W2968935211 hasConceptScore W2968935211C11413529 @default.
• W2968935211 hasConceptScore W2968935211C121332964 @default.
• W2968935211 hasConceptScore W2968935211C149782125 @default.
• W2968935211 hasConceptScore W2968935211C152139883 @default.
• W2968935211 hasConceptScore W2968935211C153180895 @default.
• W2968935211 hasConceptScore W2968935211C154945302 @default.
• W2968935211 hasConceptScore W2968935211C163716315 @default.
• W2968935211 hasConceptScore W2968935211C164705383 @default.
• W2968935211 hasConceptScore W2968935211C17618745 @default.
• W2968935211 hasConceptScore W2968935211C2780040984 @default.
• W2968935211 hasConceptScore W2968935211C33923547 @default.
• W2968935211 hasConceptScore W2968935211C41008148 @default.
• W2968935211 hasConceptScore W2968935211C62520636 @default.
• W2968935211 hasConceptScore W2968935211C71924100 @default.
• W2968935211 hasConceptScore W2968935211C75172450 @default.
• W2968935211 hasConceptScore W2968935211C84462506 @default.
• W2968935211 hasConceptScore W2968935211C9390403 @default.
• W2968935211 hasLocation W29689352111 @default.
• W2968935211 hasOpenAccess W2968935211 @default.
• W2968935211 hasPrimaryLocation W29689352111 @default.
• W2968935211 hasRelatedWork W1998368223 @default.
• W2968935211 hasRelatedWork W2013533796 @default.
• W2968935211 hasRelatedWork W2107115507 @default.
• W2968935211 hasRelatedWork W2271037961 @default.
• W2968935211 hasRelatedWork W2328787163 @default.
• W2968935211 hasRelatedWork W2354756589 @default.
• W2968935211 hasRelatedWork W2356748191 @default.
• W2968935211 hasRelatedWork W2363833853 @default.
• W2968935211 hasRelatedWork W2528410980 @default.
• W2968935211 hasRelatedWork W2968935211 @default.
• W2968935211 isParatext "false" @default.
• W2968935211 isRetracted "false" @default.
• W2968935211 magId "2968935211" @default.
• W2968935211 workType "article" @default.