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An Improved UNet++ Model for Congestive Heart Failure Diagnosis Using Short-Term RR Intervals
Congestive heart failure (CHF), a progressive and complex syndrome caused by ventricular dysfunction, is difficult to detect at an early stage. Heart rate variability (HRV) was proposed as a prognostic indicator for CHF. Inspired by the success of 2-D UNet++ in medical image segmentation, in this pa...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8002263/ https://www.ncbi.nlm.nih.gov/pubmed/33809773 http://dx.doi.org/10.3390/diagnostics11030534 |