FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2555730650> ?p ?o ?g. }

• W2555730650 endingPage "2230" @default.
• W2555730650 startingPage "2214" @default.
• W2555730650 abstract "As a primary diagnostic tool for cardiac diseases, electrocardiogram (ECG) signals are often contaminated by various kinds of noise, such as baseline wander, electrode contact noise and motion artifacts. In this paper, we propose a contractive denoising technique to improve the performance of current denoising auto-encoders (DAEs) for ECG signal denoising. Based on the Frobenius norm of the Jacobean matrix for the learned features with respect to the input, we develop a stacked contractive denoising auto-encoder (CDAE) to build a deep neural network (DNN) for noise reduction, which can significantly improve the expression of ECG signals through multi-level feature extraction. The proposed method is evaluated on ECG signals from the bench-marker MIT-BIH Arrhythmia Database, and the noises come from the MIT-BIH noise stress test database. The experimental results show that the new CDAE algorithm performs better than the conventional ECG denoising method, specifically with more than 2.40 dB improvement in the signal-to-noise ratio (SNR) and nearly 0.075 to 0.350 improvements in the root mean square error (RMSE)." @default.
• W2555730650 created "2016-11-30" @default.
• W2555730650 creator A5006890334 @default.
• W2555730650 creator A5009172382 @default.
• W2555730650 creator A5019056174 @default.
• W2555730650 creator A5060246595 @default.
• W2555730650 creator A5065679716 @default.
• W2555730650 creator A5079018005 @default.
• W2555730650 date "2016-11-21" @default.
• W2555730650 modified "2023-10-14" @default.
• W2555730650 title "A stacked contractive denoising auto-encoder for ECG signal denoising" @default.
• W2555730650 cites W1963950237 @default.
• W2555730650 cites W1972858380 @default.
• W2555730650 cites W1985075488 @default.
• W2555730650 cites W2005924717 @default.
• W2555730650 cites W2013035813 @default.
• W2555730650 cites W2015242484 @default.
• W2555730650 cites W2020103257 @default.
• W2555730650 cites W2025768430 @default.
• W2555730650 cites W2035381272 @default.
• W2555730650 cites W2058401544 @default.
• W2555730650 cites W2060094658 @default.
• W2555730650 cites W2073475997 @default.
• W2555730650 cites W2080142539 @default.
• W2555730650 cites W2095409369 @default.
• W2555730650 cites W2103088716 @default.
• W2555730650 cites W2125927307 @default.
• W2555730650 cites W2126724887 @default.
• W2555730650 cites W2157209869 @default.
• W2555730650 cites W2159311966 @default.
• W2555730650 cites W2165991108 @default.
• W2555730650 cites W2295450700 @default.
• W2555730650 cites W2946849350 @default.
• W2555730650 cites W3103220618 @default.
• W2555730650 doi "https://doi.org/10.1088/0967-3334/37/12/2214" @default.
• W2555730650 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27869101" @default.
• W2555730650 hasPublicationYear "2016" @default.
• W2555730650 type Work @default.
• W2555730650 sameAs 2555730650 @default.
• W2555730650 citedByCount "54" @default.
• W2555730650 countsByYear W25557306502018 @default.
• W2555730650 countsByYear W25557306502019 @default.
• W2555730650 countsByYear W25557306502020 @default.
• W2555730650 countsByYear W25557306502021 @default.
• W2555730650 countsByYear W25557306502022 @default.
• W2555730650 countsByYear W25557306502023 @default.
• W2555730650 crossrefType "journal-article" @default.
• W2555730650 hasAuthorship W2555730650A5006890334 @default.
• W2555730650 hasAuthorship W2555730650A5009172382 @default.
• W2555730650 hasAuthorship W2555730650A5019056174 @default.
• W2555730650 hasAuthorship W2555730650A5060246595 @default.
• W2555730650 hasAuthorship W2555730650A5065679716 @default.
• W2555730650 hasAuthorship W2555730650A5079018005 @default.
• W2555730650 hasConcept C105795698 @default.
• W2555730650 hasConcept C111919701 @default.
• W2555730650 hasConcept C115961682 @default.
• W2555730650 hasConcept C118505674 @default.
• W2555730650 hasConcept C138885662 @default.
• W2555730650 hasConcept C139945424 @default.
• W2555730650 hasConcept C153180895 @default.
• W2555730650 hasConcept C154945302 @default.
• W2555730650 hasConcept C163294075 @default.
• W2555730650 hasConcept C17744445 @default.
• W2555730650 hasConcept C191795146 @default.
• W2555730650 hasConcept C199360897 @default.
• W2555730650 hasConcept C199539241 @default.
• W2555730650 hasConcept C202474056 @default.
• W2555730650 hasConcept C23431618 @default.
• W2555730650 hasConcept C2776401178 @default.
• W2555730650 hasConcept C2779843651 @default.
• W2555730650 hasConcept C2781238097 @default.
• W2555730650 hasConcept C28490314 @default.
• W2555730650 hasConcept C30814859 @default.
• W2555730650 hasConcept C33923547 @default.
• W2555730650 hasConcept C41008148 @default.
• W2555730650 hasConcept C41895202 @default.
• W2555730650 hasConcept C50644808 @default.
• W2555730650 hasConcept C99498987 @default.
• W2555730650 hasConceptScore W2555730650C105795698 @default.
• W2555730650 hasConceptScore W2555730650C111919701 @default.
• W2555730650 hasConceptScore W2555730650C115961682 @default.
• W2555730650 hasConceptScore W2555730650C118505674 @default.
• W2555730650 hasConceptScore W2555730650C138885662 @default.
• W2555730650 hasConceptScore W2555730650C139945424 @default.
• W2555730650 hasConceptScore W2555730650C153180895 @default.
• W2555730650 hasConceptScore W2555730650C154945302 @default.
• W2555730650 hasConceptScore W2555730650C163294075 @default.
• W2555730650 hasConceptScore W2555730650C17744445 @default.
• W2555730650 hasConceptScore W2555730650C191795146 @default.
• W2555730650 hasConceptScore W2555730650C199360897 @default.
• W2555730650 hasConceptScore W2555730650C199539241 @default.
• W2555730650 hasConceptScore W2555730650C202474056 @default.
• W2555730650 hasConceptScore W2555730650C23431618 @default.
• W2555730650 hasConceptScore W2555730650C2776401178 @default.
• W2555730650 hasConceptScore W2555730650C2779843651 @default.
• W2555730650 hasConceptScore W2555730650C2781238097 @default.
• W2555730650 hasConceptScore W2555730650C28490314 @default.
• W2555730650 hasConceptScore W2555730650C30814859 @default.

• next