Domain Shifts in Machine Learning Based Covid-19 Diagnosis From Blood Tests.
Many previous studies claim to have developed machine learning models that diagnose COVID-19 from blood tests. However, we hypothesize that changes in the underlying distribution of the data, so called domain shifts, affect the predictive performance and reliability and are a reason for the failure...
| Publicado en: | Journal of Medical Systems Vol. 46; no. 5; pp. 1 - 13 |
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| Autores principales: | , , , , , , |
| Formato: | research tables/charts Journal Article |
| Publicado: |
Springer Nature
May2022
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| Acceso en línea: | Ver este registro en EBSCOhost |