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Intensive care photoplethysmogram datasets and machine-learning for blood pressure estimation: Generalization not guarantied

The large MIMIC waveform dataset, sourced from intensive care units, has been used extensively for the development of Photoplethysmography (PPG) based blood pressure (BP) estimation algorithms. Yet, because the data comes from patients in severe conditions—often under the effect of drugs—it is regul...

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Detalles Bibliográficos
Autores principales: Weber-Boisvert, Guillaume, Gosselin, Benoit, Sandberg, Frida
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017741/
https://www.ncbi.nlm.nih.gov/pubmed/36935753
http://dx.doi.org/10.3389/fphys.2023.1126957