Matches in SemOpenAlex for { <https://semopenalex.org/work/W4296437521> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W4296437521 endingPage "20729" @default.
- W4296437521 startingPage "20718" @default.
- W4296437521 abstract "Despite wearable electronic devices having enormous potential applications, the recording quality has not sufficiently met the requirements for fetal disease detection. In this article, we aim to propose a novel framework for fetal electrocardiography (ECG) extraction, where the hybrid approach mainly considers the combination of a novel adaptive maternal QRS removal (AQRSR) algorithm and a tensor-based joint blind source separation (JBSS) approach. To adapt to the dynamic change of the ECG signal and suppress the powerful maternal heartbeat, AQRSR is explored with an adaptive template, which is generated by a model consisting of a generator, discriminator, and transformer. By replacing the oldest segmentation with the newest cycle, the approach is capable of quickly adapting to the estimated output to match the new input. In addition, due to the significant crossover between the target signal and the noise, even if the maternal ECG removal processing is implemented, the residual signal inevitably contains fetal ECG, part of maternal ECG, and noise. As a consequence of this, a novel JBSS that incorporates tensor decomposition is formulated to separate fetal heartbeat from long-term recordings contaminated with maternal movements noise and heartbeat interference. By dividing the collected data into multiple segments, this method can extract fetal ECG signals by exploiting the signals that are not only statistically independent within each segment but can be dependent on different segments. Experimental results show that even if the recorded signals are contaminated by the noise, the proposed framework has comparable better performance on fetal ECG extraction." @default.
- W4296437521 created "2022-09-20" @default.
- W4296437521 creator A5001171220 @default.
- W4296437521 creator A5051979121 @default.
- W4296437521 creator A5061453937 @default.
- W4296437521 date "2022-11-01" @default.
- W4296437521 modified "2023-09-29" @default.
- W4296437521 title "Fetal ECG Signal Extraction From Long-Term Abdominal Recordings Based on Adaptive QRS Removal and Joint Blind Source Separation" @default.
- W4296437521 doi "https://doi.org/10.1109/jsen.2022.3206225" @default.
- W4296437521 hasPublicationYear "2022" @default.
- W4296437521 type Work @default.
- W4296437521 citedByCount "2" @default.
- W4296437521 countsByYear W42964375212023 @default.
- W4296437521 crossrefType "journal-article" @default.
- W4296437521 hasAuthorship W4296437521A5001171220 @default.
- W4296437521 hasAuthorship W4296437521A5051979121 @default.
- W4296437521 hasAuthorship W4296437521A5061453937 @default.
- W4296437521 hasConcept C111773187 @default.
- W4296437521 hasConcept C115961682 @default.
- W4296437521 hasConcept C120317606 @default.
- W4296437521 hasConcept C127162648 @default.
- W4296437521 hasConcept C13852961 @default.
- W4296437521 hasConcept C153180895 @default.
- W4296437521 hasConcept C154945302 @default.
- W4296437521 hasConcept C157709420 @default.
- W4296437521 hasConcept C164705383 @default.
- W4296437521 hasConcept C2776864781 @default.
- W4296437521 hasConcept C28490314 @default.
- W4296437521 hasConcept C38652104 @default.
- W4296437521 hasConcept C41008148 @default.
- W4296437521 hasConcept C71924100 @default.
- W4296437521 hasConcept C76155785 @default.
- W4296437521 hasConcept C99498987 @default.
- W4296437521 hasConceptScore W4296437521C111773187 @default.
- W4296437521 hasConceptScore W4296437521C115961682 @default.
- W4296437521 hasConceptScore W4296437521C120317606 @default.
- W4296437521 hasConceptScore W4296437521C127162648 @default.
- W4296437521 hasConceptScore W4296437521C13852961 @default.
- W4296437521 hasConceptScore W4296437521C153180895 @default.
- W4296437521 hasConceptScore W4296437521C154945302 @default.
- W4296437521 hasConceptScore W4296437521C157709420 @default.
- W4296437521 hasConceptScore W4296437521C164705383 @default.
- W4296437521 hasConceptScore W4296437521C2776864781 @default.
- W4296437521 hasConceptScore W4296437521C28490314 @default.
- W4296437521 hasConceptScore W4296437521C38652104 @default.
- W4296437521 hasConceptScore W4296437521C41008148 @default.
- W4296437521 hasConceptScore W4296437521C71924100 @default.
- W4296437521 hasConceptScore W4296437521C76155785 @default.
- W4296437521 hasConceptScore W4296437521C99498987 @default.
- W4296437521 hasFunder F4320321001 @default.
- W4296437521 hasIssue "21" @default.
- W4296437521 hasLocation W42964375211 @default.
- W4296437521 hasOpenAccess W4296437521 @default.
- W4296437521 hasPrimaryLocation W42964375211 @default.
- W4296437521 hasRelatedWork W1485777917 @default.
- W4296437521 hasRelatedWork W2021921970 @default.
- W4296437521 hasRelatedWork W2046761971 @default.
- W4296437521 hasRelatedWork W2113403277 @default.
- W4296437521 hasRelatedWork W2118307209 @default.
- W4296437521 hasRelatedWork W2356479045 @default.
- W4296437521 hasRelatedWork W2393502243 @default.
- W4296437521 hasRelatedWork W2546856398 @default.
- W4296437521 hasRelatedWork W2548965393 @default.
- W4296437521 hasRelatedWork W3116608723 @default.
- W4296437521 hasVolume "22" @default.
- W4296437521 isParatext "false" @default.
- W4296437521 isRetracted "false" @default.
- W4296437521 workType "article" @default.