Personalized LSTM Models for ECG Lead Transformations Led to Fewer Diagnostic Errors Than Generalized Models: Deriving 12-Lead ECG from Lead II, V2, and V6

Background and Objective: The prevalence of chronic cardiovascular diseases (CVDs) has risen globally, nearly doubling from 1990 to 2019. ECG is a simple, non-invasive measurement that can help identify CVDs at an early and treatable stage. A multi-lead ECG, up to 15 leads in a wearable form factor,...

Descripción completa

Detalles Bibliográficos
Autores principales: Shyam Kumar, Prashanth, Ramasamy, Mouli, Kallur, Kamala Ramya, Rai, Pratyush, Varadan, Vijay K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920327/
https://www.ncbi.nlm.nih.gov/pubmed/36772426
http://dx.doi.org/10.3390/s23031389

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920327/
https://www.ncbi.nlm.nih.gov/pubmed/36772426
http://dx.doi.org/10.3390/s23031389

Ejemplares similares