Matches in SemOpenAlex for { <https://semopenalex.org/work/W2920862011> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2920862011 abstract "While most heart arrhythmias are not immediately harmful, they can lead to severe complications. In particular, atrial fibrillation, the most common arrhythmia, is characterized by fast and irregular heart beats and increases the risk of suffering a stroke. To detect such abnormal heart conditions, we propose a system composed of two main parts: a smart vest with two cooperative sensors to collect ECG data and a neural network architecture to classify heart rhythms. The smart vest uses two dry bi-electrodes to record a single lead ECG signal. The biopotential signal is then streamed via a gateway to the cloud where a neural network detects and classifies the heart arrhythmias. We selected an architecture that combines convolutional and recurrent layers. The convolutional layers extract relevant features from sliding windows of ECG and the recurrent layer aggregates them for a final softmax layer that performs the classification. Our neural network achieves an accuracy of 87.50% on the dataset of the challenge of Computing in Cardiology 2017." @default.
- W2920862011 created "2019-03-22" @default.
- W2920862011 creator A5005466925 @default.
- W2920862011 creator A5015631143 @default.
- W2920862011 creator A5028177111 @default.
- W2920862011 creator A5065050514 @default.
- W2920862011 creator A5072340863 @default.
- W2920862011 date "2019-01-01" @default.
- W2920862011 modified "2023-10-16" @default.
- W2920862011 title "Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network" @default.
- W2920862011 cites W1522301498 @default.
- W2920862011 cites W1994595926 @default.
- W2920862011 cites W1998083759 @default.
- W2920862011 cites W2036605610 @default.
- W2920862011 cites W2064675550 @default.
- W2920862011 cites W2095705004 @default.
- W2920862011 cites W2103308415 @default.
- W2920862011 cites W2111859219 @default.
- W2920862011 cites W2121394112 @default.
- W2920862011 cites W2163605009 @default.
- W2920862011 cites W2164861810 @default.
- W2920862011 cites W2546425606 @default.
- W2920862011 cites W2731010577 @default.
- W2920862011 cites W2767978081 @default.
- W2920862011 cites W2771148491 @default.
- W2920862011 cites W2794550444 @default.
- W2920862011 cites W2794633590 @default.
- W2920862011 cites W2794819237 @default.
- W2920862011 cites W2795086889 @default.
- W2920862011 cites W2795153139 @default.
- W2920862011 cites W2914484425 @default.
- W2920862011 cites W2963266340 @default.
- W2920862011 cites W2963478701 @default.
- W2920862011 doi "https://doi.org/10.5220/0007347900330041" @default.
- W2920862011 hasPublicationYear "2019" @default.
- W2920862011 type Work @default.
- W2920862011 sameAs 2920862011 @default.
- W2920862011 citedByCount "9" @default.
- W2920862011 countsByYear W29208620112019 @default.
- W2920862011 countsByYear W29208620112020 @default.
- W2920862011 countsByYear W29208620112021 @default.
- W2920862011 countsByYear W29208620112023 @default.
- W2920862011 crossrefType "proceedings-article" @default.
- W2920862011 hasAuthorship W2920862011A5005466925 @default.
- W2920862011 hasAuthorship W2920862011A5015631143 @default.
- W2920862011 hasAuthorship W2920862011A5028177111 @default.
- W2920862011 hasAuthorship W2920862011A5065050514 @default.
- W2920862011 hasAuthorship W2920862011A5072340863 @default.
- W2920862011 hasBestOaLocation W29208620111 @default.
- W2920862011 hasConcept C126322002 @default.
- W2920862011 hasConcept C153180895 @default.
- W2920862011 hasConcept C154945302 @default.
- W2920862011 hasConcept C164705383 @default.
- W2920862011 hasConcept C188441871 @default.
- W2920862011 hasConcept C2779161974 @default.
- W2920862011 hasConcept C2780040984 @default.
- W2920862011 hasConcept C2988455589 @default.
- W2920862011 hasConcept C37536845 @default.
- W2920862011 hasConcept C38652104 @default.
- W2920862011 hasConcept C41008148 @default.
- W2920862011 hasConcept C71924100 @default.
- W2920862011 hasConcept C81363708 @default.
- W2920862011 hasConceptScore W2920862011C126322002 @default.
- W2920862011 hasConceptScore W2920862011C153180895 @default.
- W2920862011 hasConceptScore W2920862011C154945302 @default.
- W2920862011 hasConceptScore W2920862011C164705383 @default.
- W2920862011 hasConceptScore W2920862011C188441871 @default.
- W2920862011 hasConceptScore W2920862011C2779161974 @default.
- W2920862011 hasConceptScore W2920862011C2780040984 @default.
- W2920862011 hasConceptScore W2920862011C2988455589 @default.
- W2920862011 hasConceptScore W2920862011C37536845 @default.
- W2920862011 hasConceptScore W2920862011C38652104 @default.
- W2920862011 hasConceptScore W2920862011C41008148 @default.
- W2920862011 hasConceptScore W2920862011C71924100 @default.
- W2920862011 hasConceptScore W2920862011C81363708 @default.
- W2920862011 hasLocation W29208620111 @default.
- W2920862011 hasLocation W29208620112 @default.
- W2920862011 hasOpenAccess W2920862011 @default.
- W2920862011 hasPrimaryLocation W29208620111 @default.
- W2920862011 hasRelatedWork W2743258233 @default.
- W2920862011 hasRelatedWork W2758063741 @default.
- W2920862011 hasRelatedWork W2883041339 @default.
- W2920862011 hasRelatedWork W2908861653 @default.
- W2920862011 hasRelatedWork W2977314777 @default.
- W2920862011 hasRelatedWork W3171731982 @default.
- W2920862011 hasRelatedWork W3200445080 @default.
- W2920862011 hasRelatedWork W3208883981 @default.
- W2920862011 hasRelatedWork W4307834408 @default.
- W2920862011 hasRelatedWork W4320925816 @default.
- W2920862011 isParatext "false" @default.
- W2920862011 isRetracted "false" @default.
- W2920862011 magId "2920862011" @default.
- W2920862011 workType "article" @default.