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Attention-assisted hybrid CNN-BILSTM-BiGRU model with SMOTE–Tomek method to detect cardiac arrhythmia based on 12 <b>-</b> lead electrocardiogram signals
Research article (Digital Health, 2024) · cited 18× · AI/ML
Attention-assisted hybrid CNN-BILSTM-BiGRU model with SMOTE–Tomek method to detect cardiac arrhythmia based on 12 - lead electrocardiogram signals
Summary
Attention-assisted hybrid CNN-BILSTM-BiGRU model with SMOTE–Tomek method to detect cardiac arrhythmia based on 12 - lead electrocardiogram signals is a scholarly article[1].
Key Facts
Attention-assisted hybrid CNN-BILSTM-BiGRU model with SMOTE–Tomek method to detect cardiac arrhythmia based on 12 - lead electrocardiogram signals's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Attention-assisted hybrid CNN-BILSTM-BiGRU model with SMOTE–Tomek method to detect cardiac arrhythmia based on 12 <b>-</b> lead electrocardiogram signals. Retrieved May 24, 2026, from https://4ort.xyz/entity/attention-assisted-hybrid-cnn-bilstm-bigru-model-with-smotetomek-method-to-detect-cardiac-arrhythmia-based-on-12-b-b-lea
MLA“Attention-assisted hybrid CNN-BILSTM-BiGRU model with SMOTE–Tomek method to detect cardiac arrhythmia based on 12 <b>-</b> lead electrocardiogram signals.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/attention-assisted-hybrid-cnn-bilstm-bigru-model-with-smotetomek-method-to-detect-cardiac-arrhythmia-based-on-12-b-b-lea.
BibTeX@misc{4ortxyz_attention-assisted-hybrid-cnn-bilstm-bigru-model-with-smotetomek-method-to-detect-cardiac-arrhythmia-based-on-12-b-b-lea_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Attention-assisted hybrid CNN-BILSTM-BiGRU model with SMOTE–Tomek method to detect cardiac arrhythmia based on 12 <b>-</b> lead electrocardiogram signals}}, year = {2026}, url = {https://4ort.xyz/entity/attention-assisted-hybrid-cnn-bilstm-bigru-model-with-smotetomek-method-to-detect-cardiac-arrhythmia-based-on-12-b-b-lea}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Attention-assisted hybrid CNN-BILSTM-BiGRU model with SMOTE–Tomek method to detect cardiac arrhythmia based on 12 <b>-</b> lead electrocardiogram signals — https://4ort.xyz/entity/attention-assisted-hybrid-cnn-bilstm-bigru-model-with-smotetomek-method-to-detect-cardiac-arrhythmia-based-on-12-b-b-lea (retrieved 2026-05-24)
