Prediction of hematocrit through imbalanced dataset of blood spectra
Abstract 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 imb...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-04-01
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| Series: | Healthcare Technology Letters |
| Online Access: | https://doi.org/10.1049/htl2.12006 |