Wenqi Li

Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations

Carole H. Sudre, Wenqi Li, Tom Vercauteren et al. · Lecture notes in computer science · 2017 · 2.6K citations · Full text

Computing, Computer Science, Computer Vision +7

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

Guotai Wang, Wenqi Li, María A. Zuluaga et al. · IEEE Transactions on Medical Imaging · 2018 · 864 citations · Full text

Computing, Biomedical Engineering, Radiology +16

Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis

Yucheng Tang, Dong Yang, Wenqi Li et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 764 citations

Computing, Anatomy, Computer Science +17

Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

Guotai Wang, Wenqi Li, Michaël Aertsen et al. · Neurocomputing · 2019 · 640 citations · Full text

Computing, Biomedical Engineering, Radiology +17

Privacy-Preserving Federated Brain Tumour Segmentation

Wenqi Li, Fausto Milletarì, Daguang Xu et al. · Lecture notes in computer science · 2019 · 513 citations · Full text

Computing, Computer Science, Oncology +17