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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...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer US
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8960704/ https://www.ncbi.nlm.nih.gov/pubmed/35348909 http://dx.doi.org/10.1007/s10916-022-01807-1 |