Julia E. Vogt

Re-focusing explainability in medicine

2022 · 80 Zit. · Digital Health

Artificial intelligence should genuinely support clinical reasoning and decision making to bridge the translational gap

2025 · 25 Zit. · npj Digital Medicine

AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation

2025 · 14 Zit. · Journal of the American Medical Informatics Association

What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks

2024 · 13 Zit.

Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods

2022 · 5 Zit. · arXiv (Cornell University)

Structure is Supervision: Multiview Masked Autoencoders for Radiology

2025 · 0 Zit. · ArXiv.org

Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge

2022 · 0 Zit. · arXiv (Cornell University)