Cargando…

Electrocardiogram generation with a bidirectional LSTM-CNN generative adversarial network

Heart disease is a malignant threat to human health. Electrocardiogram (ECG) tests are used to help diagnose heart disease by recording the heart’s activity. However, automated medical-aided diagnosis with computers usually requires a large volume of labeled clinical data without patients' priv...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhu, Fei, Ye, Fei, Fu, Yuchen, Liu, Quan, Shen, Bairong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6494992/
https://www.ncbi.nlm.nih.gov/pubmed/31043666
http://dx.doi.org/10.1038/s41598-019-42516-z