Cargando…
Subpopulation-specific machine learning prognosis for underrepresented patients with double prioritized bias correction
BACKGROUND: Many clinical datasets are intrinsically imbalanced, dominated by overwhelming majority groups. Off-the-shelf machine learning models that optimize the prognosis of majority patient types (e.g., healthy class) may cause substantial errors on the minority prediction class (e.g., disease c...
| Autores principales: | , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9436942/ https://www.ncbi.nlm.nih.gov/pubmed/36059892 http://dx.doi.org/10.1038/s43856-022-00165-w |