Charles Jones
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Risk of Bias in Chest Radiography Deep Learning Foundation Models
2023 · 60 Zit. · Radiology Artificial Intelligence
A causal perspective on dataset bias in machine learning for medical imaging
2024 · 50 Zit. · Nature Machine Intelligence
Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms
2022 · 45 Zit. · Nature Medicine
The Role of Subgroup Separability in Group-Fair Medical Image Classification
2023 · 9 Zit. · Lecture notes in computer science
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging
2023 · 3 Zit. · arXiv (Cornell University)
Automatic Dataset Shift Identification to Support Safe Deployment of Medical Imaging AI
2025 · 3 Zit. · Lecture notes in computer science
The Role of Subgroup Separability in Group-Fair Medical Image Classification
2023 · 0 Zit. · arXiv (Cornell University)