M. Jorge Cardoso

The Medical Segmentation Decathlon

2022 · 1.101 Zit. · Nature Communications

Privacy-Preserving Federated Brain Tumour Segmentation

2019 · 494 Zit. · Lecture notes in computer science

MONAI: An open-source framework for deep learning in healthcare

2022 · 425 Zit. · arXiv (Cornell University)

Metrics reloaded: recommendations for image analysis validation

2024 · 338 Zit. · Nature Methods

FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare

2025 · 218 Zit. · BMJ

Understanding metric-related pitfalls in image analysis validation

2024 · 154 Zit. · Nature Methods

Federated learning for medical imaging radiology

2023 · 61 Zit. · British Journal of Radiology

MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images

2022 · 41 Zit. · arXiv (Cornell University)

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare

2023 · 38 Zit. · arXiv (Cornell University)

Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health

2021 · 21 Zit. · Lecture notes in computer science

Understanding metric-related pitfalls in image analysis validation

2023 · 20 Zit. · arXiv (Cornell University)

Current State of Community-Driven Radiological AI Deployment in Medical Imaging

2024 · 14 Zit. · JMIR AI

Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI?

2024 · 9 Zit. · Lecture notes in computer science

Domain Adaptation and Representation Transfer

2022 · 4 Zit. · Lecture notes in computer science

Current State of Community-Driven Radiological AI Deployment in Medical Imaging

2022 · 4 Zit. · arXiv (Cornell University)