Yingda Xia

The Medical Segmentation Decathlon

Michela Antonelli, Annika Reinke, Spyridon Bakas et al. · Nature Communications · 2022 · 1.1K citations · Full text

Large-scale pancreatic cancer detection via non-contrast CT and deep learning

Kai Cao, Yingda Xia, Jiawen Yao et al. · Nature Medicine · 2023 · 262 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

Yingda Xia, Dong Yang, Zhiding Yu et al. · Medical Image Analysis · 2020 · 255 citations · Full text

Engineering, Machine Learning, Image Analysis +17

Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning

Liangqiong Qu, Yuyin Zhou, Paul Pu Liang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 167 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training

Yingda Xia, Fengze Liu, Dong Yang et al. · 2020 · 165 citations

Geometric Learning, Engineering, Machine Learning +20