Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Training Data Tell Us a Lot About Whom Health AI Tools Are Likely to Benefit
0
Zitationen
1
Autoren
2025
Jahr
Abstract
Appropriate training data are a prerequisite for health AI tools. Policy makers, clinicians and patients can assess the datasets used to train AI models as a practical step in determining whom health AI tools are likely to benefit. Analyses of training datasets can help prioritize which health AI tools to validate and help identify where changes are needed to improve the equity of health AI.
Ähnliche Arbeiten
Biostatistical Analysis
1996 · 35.449 Zit.
UCI Machine Learning Repository
2007 · 24.319 Zit.
An introduction to ROC analysis
2005 · 20.836 Zit.
The use of the area under the ROC curve in the evaluation of machine learning algorithms
1997 · 7.158 Zit.
A method of comparing the areas under receiver operating characteristic curves derived from the same cases.
1983 · 7.076 Zit.