Sébastien Ourselin

The Medical Segmentation Decathlon

2022 · 1.105 Zit. · Nature Communications

Privacy-Preserving Federated Brain Tumour Segmentation

2019 · 495 Zit. · Lecture notes in computer science

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

2022 · 425 Zit. · arXiv (Cornell University)

Accurate brain‐age models for routine clinical MRI examinations

2022 · 120 Zit. · NeuroImage

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

2022 · 41 Zit. · arXiv (Cornell University)

AI solutions for overcoming delays in telesurgery and telementoring to enhance surgical practice and education

2024 · 22 Zit. · Journal of Robotic Surgery

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

2024 · 14 Zit. · JMIR AI

SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge

2023 · 10 Zit. · arXiv (Cornell University)

Factors affecting the labelling accuracy of brain MRI studies relevant for deep learning abnormality detection

2023 · 7 Zit. · Frontiers in Radiology

Labelling Imaging Datasets on the Basis of Neuroradiology Reports: A Validation Study

2020 · 6 Zit. · Lecture notes in computer science

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

2022 · 4 Zit. · arXiv (Cornell University)

Automated triaging of head MRI examinations using convolutional neural networks

2022 · 2 Zit.

Impact of hospital-specific domain adaptation on BERT-based models to classify neuroradiology reports

2025 · 2 Zit. · European Radiology

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

2023 · 2 Zit.

Validation of Federated Unlearning on Collaborative Prostate Segmentation

2023 · 2 Zit. · Lecture notes in computer science