Multiscale Cohort Modeling of Atrial Electrophysiology
Risk Stratification for Atrial Fibrillation through Machine Learning on Electrocardiograms
| dc.contributor.author | Nagel, Claudia | |
| dc.date.accessioned | 2025-03-07T19:23:03Z | |
| dc.date.available | 2025-03-07T19:23:03Z | |
| dc.date.issued | 2023 | |
| dc.date.submitted | 2023-05-02T14:43:52Z | |
| dc.identifier | https://library.oapen.org/handle/20.500.12657/62899 | |
| dc.identifier.uri | https://doab-dev.siscern.org/handle/20.500.12854/163758 | |
| dc.description.abstract | An early detection and diagnosis of atrial fibrillation sets the course for timely intervention to prevent potentially occurring comorbidities. Electrocardiogram data resulting from electrophysiological cohort modeling and simulation can be a valuable data resource for improving automated atrial fibrillation risk stratification with machine learning techniques and thus, reduces the risk of stroke in affected patients. | |
| dc.language | English | |
| dc.relation.ispartofseries | Karlsruhe transactions on biomedical engineering | |
| dc.rights | open access | |
| dc.subject.classification | thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering | |
| dc.subject.other | Electrophysiologische Modellierung und Simulation; Elektrokardiogramm; Maschinelles Lernen; Vorhofflimmern; Statistisches Shape Modell; electrophysiological modeling and simulation; electrocardiogram; machine learning; atrial fibrillation; statistical shape model | |
| dc.title | Multiscale Cohort Modeling of Atrial Electrophysiology | |
| dc.title.alternative | Risk Stratification for Atrial Fibrillation through Machine Learning on Electrocardiograms | |
| dc.type | book | |
| oapen.identifier.doi | 10.5445/KSP/1000155927 | |
| oapen.relation.isPublishedBy | 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 | |
| oapen.relation.isbn | 9783731512813 | |
| oapen.collection | AG Universitätsverlage | |
| oapen.pages | 280 | |
| peerreview.review.type | Full text | |
| peerreview.anonymity | All identities known | |
| peerreview.reviewer.type | Editorial board member | |
| peerreview.reviewer.type | External peer reviewer | |
| peerreview.review.stage | Pre-publication | |
| peerreview.open.review | No | |
| peerreview.publish.responsibility | Books or series editor | |
| peerreview.id | 51a542ec-eaeb-47c2-861d-6022e981a97a | |
| dc.seriesnumber | 25 | |
| peerreview.title | Dissertations in Series (Dissertationen in Schriftenreihe) |
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