Multi-head self-attention mechanism enabled individualized hemoglobin prediction and treatment recommendation systems in anemia management for hemodialysis patients

Anemia is a critical complication in hemodialysis patients, but the response to erythropoietin-stimulating agents (ESA) treatment varies from patient to patient and is not linear across different time points. The aim of this study was to develop deep learning algorithms for individualized anemia man...

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Detalles Bibliográficos
Autores principales: Yang, Ju-Yeh, Lee, Tsung-Chun, Liao, Wo-Ting, Hsu, Chih-Chung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9898283/
https://www.ncbi.nlm.nih.gov/pubmed/36747539
http://dx.doi.org/10.1016/j.heliyon.2022.e12613

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9898283/
https://www.ncbi.nlm.nih.gov/pubmed/36747539
http://dx.doi.org/10.1016/j.heliyon.2022.e12613

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