Daguang Xu

The Medical Segmentation Decathlon

2022 · 1.123 Zit. · Nature Communications

Federated learning for predicting clinical outcomes in patients with COVID-19

2021 · 665 Zit. · Nature Medicine

Privacy-Preserving Federated Brain Tumour Segmentation

2019 · 501 Zit. · Lecture notes in computer science

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

2022 · 426 Zit. · arXiv (Cornell University)

Federated learning improves site performance in multicenter deep learning without data sharing

2020 · 221 Zit. · Journal of the American Medical Informatics Association

Federated benchmarking of medical artificial intelligence with MedPerf

2023 · 112 Zit. · Nature Machine Intelligence

Do Gradient Inversion Attacks Make Federated Learning Unsafe?

2023 · 105 Zit. · IEEE Transactions on Medical Imaging

Fair Federated Medical Image Segmentation via Client Contribution Estimation

2023 · 61 Zit.

Federated Learning used for predicting outcomes in SARS-COV-2 patients

2021 · 44 Zit. · Research Square

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

2022 · 41 Zit. · arXiv (Cornell University)

Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation

2021 · 36 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

Supervised Action Classifier: Approaching Landmark Detection as Image Partitioning

2017 · 20 Zit. · Lecture notes in computer science

Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results

2024 · 17 Zit. · IEEE Transactions on Medical Imaging

Research-based clinical deployment of artificial intelligence algorithm for prostate MRI

2025 · 5 Zit. · Abdominal Radiology