Cargando…
A simulation-based evaluation of machine learning models for clinical decision support: application and analysis using hospital readmission
The interest in applying machine learning in healthcare has grown rapidly in recent years. Most predictive algorithms requiring pathway implementations are evaluated using metrics focused on predictive performance, such as the c statistic. However, these metrics are of limited clinical value, for tw...
| Autores principales: | , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8203794/ https://www.ncbi.nlm.nih.gov/pubmed/34127786 http://dx.doi.org/10.1038/s41746-021-00468-7 |