Yingda Xia
Yingda Xia
Alibaba DAMO Academy USA
Потвърден имейл адрес: alibaba-inc.com - Начална страница
The medical segmentation decathlon
M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ...
Nature communications 13 (1), 4128, 2022
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation
Y Xia, D Yang, Z Yu, F Liu, J Cai, L Yu, Z Zhu, D Xu, A Yuille, H Roth
Medical Image Analysis 65, 101766, 2020
A 3D coarse-to-fine framework for volumetric medical image segmentation
Z Zhu, Y Xia, W Shen, E Fishman, A Yuille
2018 International conference on 3D vision (3DV), 682-690, 2018
3d semi-supervised learning with uncertainty-aware multi-view co-training
Y Xia, F Liu, D Yang, J Cai, L Yu, Z Zhu, D Xu, A Yuille, H Roth
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
Synthesize then compare: Detecting failures and anomalies for semantic segmentation
Y Xia, Y Zhang, F Liu, W Shen, AL Yuille
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
Iterative reorganization with weak spatial constraints: Solving arbitrary jigsaw puzzles for unsupervised representation learning
C Wei, L Xie, X Ren, Y Xia, C Su, J Liu, Q Tian, AL Yuille
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
Multi-scale coarse-to-fine segmentation for screening pancreatic ductal adenocarcinoma
Z Zhu, Y Xia, L Xie, EK Fishman, AL Yuille
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
Rethinking architecture design for tackling data heterogeneity in federated learning
L Qu, Y Zhou, PP Liang, Y Xia, F Wang, E Adeli, L Fei-Fei, D Rubin
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
Bridging the gap between 2d and 3d organ segmentation with volumetric fusion net
Y Xia, L Xie, F Liu, Z Zhu, EK Fishman, AL Yuille
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
Application of deep learning to pancreatic cancer detection: lessons learned from our initial experience
LC Chu, S Park, S Kawamoto, Y Wang, Y Zhou, W Shen, Z Zhu, Y Xia, ...
Journal of the American College of Radiology 16 (9), 1338-1342, 2019
Glance-and-gaze vision transformer
Q Yu, Y Xia, Y Bai, Y Lu, AL Yuille, W Shen
Advances in Neural Information Processing Systems 34, 12992-13003, 2021
Auto-FedAvg: learnable federated averaging for multi-institutional medical image segmentation
Y Xia, D Yang, W Li, A Myronenko, D Xu, H Obinata, H Mori, P An, ...
arXiv preprint arXiv:2104.10195, 2021
Thickened 2D networks for efficient 3D medical image segmentation
Q Yu, Y Xia, L Xie, EK Fishman, AL Yuille
arXiv preprint arXiv:1904.01150, 2019
A 3d coarse-to-fine framework for automatic pancreas segmentation
Z Zhu, Y Xia, W Shen, EK Fishman, AL Yuille
arXiv preprint arXiv:1712.00201 2, 2, 2017
Volumetric medical image segmentation: A 3d deep coarse-to-fine framework and its adversarial examples
Y Li, Z Zhu, Y Zhou, Y Xia, W Shen, EK Fishman, AL Yuille
Deep Learning and Convolutional Neural Networks for Medical Imaging and …, 2019
Joint shape representation and classification for detecting PDAC
F Liu, L Xie, Y Xia, E Fishman, A Yuille
International Workshop on Machine Learning in Medical Imaging, 212-220, 2019
An alarm system for segmentation algorithm based on shape model
F Liu, Y Xia, D Yang, AL Yuille, D Xu
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
Effective pancreatic cancer screening on non-contrast CT scans via anatomy-aware transformers
Y Xia, J Yao, L Lu, L Huang, G Xie, J Xiao, A Yuille, K Cao, L Zhang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
Detecting pancreatic ductal adenocarcinoma in multi-phase CT scans via alignment ensemble
Y Xia, Q Yu, W Shen, Y Zhou, EK Fishman, AL Yuille
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
Deep learning for fully automated prediction of overall survival in patients undergoing resection for pancreatic cancer: a retrospective multicenter study
J Yao, K Cao, Y Hou, J Zhou, Y Xia, I Nogues, Q Song, H Jiang, X Ye, J Lu, ...
Annals of surgery 278 (1), e68-e79, 2023
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