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Prediction of hematocrit through imbalanced dataset of blood spectra

In spite of machine learning has been successfully used in a wide range of healthcare applications, there are several parameters that could influence the performance of a machine learning system. One of the big issues for a machine learning algorithm is related to imbalanced dataset. An imbalanced d...

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Detalles Bibliográficos
Autores principales: Decaro, Cristoforo, Montanari, Giovanni Battista, Bianconi, Marco, Bellanca, Gaetano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8024026/
https://www.ncbi.nlm.nih.gov/pubmed/33850628
http://dx.doi.org/10.1049/htl2.12006