Matches in SemOpenAlex for { <https://semopenalex.org/work/W4306291567> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4306291567 abstract "Electrocardiogram(ECG) is commonly used to detect cardiac irregularities such as atrial fibrillation, bradycardia, and other irregular complexes. While previous studies have achieved great accomplishment classifying these irregularities with standard 12-lead ECGs, there existed limited evidence demonstrating the utility of reduced-lead ECGs in capturing a wide-range of diagnostic information. In addition, classification model's generalizability across multiple recording sources also remained uncovered. As part of the PhysioNet Computing in Cardiology Challenge 2021, our team HaoWan AIeC, proposed Mixed-Domain Self-Attention Resnet (MDARsn) to identify cardiac abnormalities from reduced-lead ECG. Our classifiers received scores of 0.602, 0.593, 0.597, 0.591, and 0.589 (ranked 54th, 37th, 38th, 38th, and 39th) for the 12-lead, 6-lead, 4-lead, 3-lead, and 2-lead versions of the hidden validation set with the evaluation metric defined by the challenge." @default.
- W4306291567 created "2022-10-15" @default.
- W4306291567 creator A5062621013 @default.
- W4306291567 creator A5074160774 @default.
- W4306291567 creator A5088397557 @default.
- W4306291567 date "2022-04-29" @default.
- W4306291567 modified "2023-09-27" @default.
- W4306291567 title "A Mixed-Domain Self-Attention Network for Multilabel Cardiac Irregularity Classification Using Reduced-Lead Electrocardiogram" @default.
- W4306291567 doi "https://doi.org/10.48550/arxiv.2204.13917" @default.
- W4306291567 hasPublicationYear "2022" @default.
- W4306291567 type Work @default.
- W4306291567 citedByCount "0" @default.
- W4306291567 crossrefType "posted-content" @default.
- W4306291567 hasAuthorship W4306291567A5062621013 @default.
- W4306291567 hasAuthorship W4306291567A5074160774 @default.
- W4306291567 hasAuthorship W4306291567A5088397557 @default.
- W4306291567 hasBestOaLocation W43062915671 @default.
- W4306291567 hasConcept C105795698 @default.
- W4306291567 hasConcept C114793014 @default.
- W4306291567 hasConcept C119857082 @default.
- W4306291567 hasConcept C124101348 @default.
- W4306291567 hasConcept C126322002 @default.
- W4306291567 hasConcept C127313418 @default.
- W4306291567 hasConcept C127413603 @default.
- W4306291567 hasConcept C153180895 @default.
- W4306291567 hasConcept C154945302 @default.
- W4306291567 hasConcept C164705383 @default.
- W4306291567 hasConcept C176217482 @default.
- W4306291567 hasConcept C177264268 @default.
- W4306291567 hasConcept C199360897 @default.
- W4306291567 hasConcept C21547014 @default.
- W4306291567 hasConcept C27158222 @default.
- W4306291567 hasConcept C2777093003 @default.
- W4306291567 hasConcept C2777495988 @default.
- W4306291567 hasConcept C2777953023 @default.
- W4306291567 hasConcept C2779161974 @default.
- W4306291567 hasConcept C33923547 @default.
- W4306291567 hasConcept C41008148 @default.
- W4306291567 hasConcept C71924100 @default.
- W4306291567 hasConcept C84393581 @default.
- W4306291567 hasConceptScore W4306291567C105795698 @default.
- W4306291567 hasConceptScore W4306291567C114793014 @default.
- W4306291567 hasConceptScore W4306291567C119857082 @default.
- W4306291567 hasConceptScore W4306291567C124101348 @default.
- W4306291567 hasConceptScore W4306291567C126322002 @default.
- W4306291567 hasConceptScore W4306291567C127313418 @default.
- W4306291567 hasConceptScore W4306291567C127413603 @default.
- W4306291567 hasConceptScore W4306291567C153180895 @default.
- W4306291567 hasConceptScore W4306291567C154945302 @default.
- W4306291567 hasConceptScore W4306291567C164705383 @default.
- W4306291567 hasConceptScore W4306291567C176217482 @default.
- W4306291567 hasConceptScore W4306291567C177264268 @default.
- W4306291567 hasConceptScore W4306291567C199360897 @default.
- W4306291567 hasConceptScore W4306291567C21547014 @default.
- W4306291567 hasConceptScore W4306291567C27158222 @default.
- W4306291567 hasConceptScore W4306291567C2777093003 @default.
- W4306291567 hasConceptScore W4306291567C2777495988 @default.
- W4306291567 hasConceptScore W4306291567C2777953023 @default.
- W4306291567 hasConceptScore W4306291567C2779161974 @default.
- W4306291567 hasConceptScore W4306291567C33923547 @default.
- W4306291567 hasConceptScore W4306291567C41008148 @default.
- W4306291567 hasConceptScore W4306291567C71924100 @default.
- W4306291567 hasConceptScore W4306291567C84393581 @default.
- W4306291567 hasLocation W43062915671 @default.
- W4306291567 hasOpenAccess W4306291567 @default.
- W4306291567 hasPrimaryLocation W43062915671 @default.
- W4306291567 hasRelatedWork W2290223330 @default.
- W4306291567 hasRelatedWork W2761544674 @default.
- W4306291567 hasRelatedWork W2951915053 @default.
- W4306291567 hasRelatedWork W3037880068 @default.
- W4306291567 hasRelatedWork W4200511449 @default.
- W4306291567 hasRelatedWork W4206794937 @default.
- W4306291567 hasRelatedWork W4221096693 @default.
- W4306291567 hasRelatedWork W4287753411 @default.
- W4306291567 hasRelatedWork W4306291567 @default.
- W4306291567 hasRelatedWork W4375852175 @default.
- W4306291567 isParatext "false" @default.
- W4306291567 isRetracted "false" @default.
- W4306291567 workType "article" @default.