Lilian Berton

A systematic review of fairness in machine learning

2024 · 28 Zit. · AI and Ethics

Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives

2026 · 1 Zit. · ACM Transactions on Computing for Healthcare

A Multi-Objective Evaluation Framework for Analyzing Utility-Fairness Trade-Offs in Machine Learning Systems

2025 · 0 Zit. · The Journal of Machine Learning for Biomedical Imaging

Fairness Analysis in AI Algorithms in Healthcare: A Study on Post-Processing Approaches

2024 · 0 Zit.