Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Performance of federated learning-based models in the Dutch TAVI population was comparable to central strategies and outperformed local strategies
5
Zitationen
7
Autoren
2024
Jahr
Abstract
Compared to centralized training approaches, FL techniques such as <i>FedAvg</i> and <i>ensemble</i> demonstrated comparable AUC and calibration. The use of FL techniques should be considered a viable option for clinical prediction model development.
Ähnliche Arbeiten
"Why Should I Trust You?"
2016 · 14.179 Zit.
A Comprehensive Survey on Graph Neural Networks
2020 · 8.561 Zit.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 · 8.071 Zit.
High-performance medicine: the convergence of human and artificial intelligence
2018 · 7.429 Zit.
Analysis of Survival Data.
1985 · 4.379 Zit.