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Wenao Ma
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Multi-task neural networks with spatial activation for retinal vessel segmentation and artery/vein classification
W Ma, S Yu, K Ma, J Wang, X Ding, Y Zheng
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
812019
Multi-site infant brain segmentation algorithms: the iSeg-2019 challenge
Y Sun, K Gao, Z Wu, G Li, X Zong, Z Lei, Y Wei, J Ma, X Yang, X Feng, ...
IEEE Transactions on Medical Imaging 40 (5), 1363-1376, 2021
702021
A 3D spatially weighted network for segmentation of brain tissue from MRI
L Sun, W Ma, X Ding, Y Huang, D Liang, J Paisley
IEEE transactions on medical imaging 39 (4), 898-909, 2019
572019
Multi-sequence cardiac MR segmentation with adversarial domain adaptation network
J Wang, H Huang, C Chen, W Ma, Y Huang, X Ding
Statistical Atlases and Computational Models of the Heart. Multi-Sequence …, 2020
212020
3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation
S Gong, Y Zhong, W Ma, J Li, Z Wang, J Zhang, PA Heng, Q Dou
arXiv preprint arXiv:2306.13465, 2023
192023
Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift
W Ma, C Chen, S Zheng, J Qin, H Zhang, Q Dou
MICCAI 2022, 2022
162022
Development of deep learning algorithms to discriminate giant cell tumors of bone from adjacent normal tissues by confocal Raman spectroscopy
CPY Lau, W Ma, KY Law, MD Lacambra, KC Wong, CW Lee, OK Lee, ...
Analyst 147 (7), 1425-1439, 2022
92022
Hierarchical deep network with uncertainty-aware semi-supervised learning for vessel segmentation
C Li, W Ma, L Sun, X Ding, Y Huang, G Wang, Y Yu
Neural Computing and Applications, 1-14, 2022
82022
Uncertainty-guided domain alignment for layer segmentation in oct images
J Wang, C Bian, M Li, X Yang, K Ma, W Ma, J Yuan, X Ding, Y Zheng
arXiv preprint arXiv:1908.08242, 2019
52019
Diffusion Model Based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification
S Gong, C Chen, Y Gong, NY Chan, W Ma, CHK Mak, J Abrigo, Q Dou
International Conference on Information Processing in Medical Imaging, 69-81, 2023
32023
Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT
W Ma, S Zheng, L Zhang, H Zhang, Q Dou
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
32022
Consistent posterior distributions under vessel-mixing: a regularization for cross-domain retinal artery/vein classification
C Li, Y Zhang, Z Liang, W Ma, Y Huang, X Ding
2021 IEEE International Conference on Image Processing (ICIP), 61-65, 2021
32021
Bindctnet: A simple binary dct network for image classification
X Xing, X Yu, W Ma, Y Huang, D Zeng, X Ding
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
32018
Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data
W Ma, C Chen, J Abrigo, CHK Mak, Y Gong, NY Chan, C Han, Z Liu, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
2023
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