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Moucheng Xu
Moucheng Xu
Other namesMou-Cheng Xu, 徐 谋 成
Research Scientist, Odin Vision
Verified email at odin-vision.com - Homepage
Title
Cited by
Cited by
Year
Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
L Zhang, R Tanno, MC Xu, C Jin, J Jacob, O Ciccarelli, F Barkhof, ...
NeurIPS (Advances in Neural Information Processing Systems), 2020
862020
A foundation model for generalizable disease detection from retinal images
Y Zhou, MA Chia, SK Wagner, MS Ayhan, DJ Williamson, RR Struyven, ...
Nature, 2023
632023
AutoMorph: Automated Retinal Vascular Morphology Quantification via a Deep Learning Pipeline
Y Zhou, S Wagner, M Chia, A Zhao, MC Xu, R Struyven, D Alexander, ...
Journal of Translational Vision Science & Technology, 2022
252022
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation
MC Xu, Y Zhou, C Jin, SB Blumberg, F Wilson, M De Groot, DC Alexander, ...
MIDL Oral (International Conference on Medical Imaging with Deep Learning), 2021
112021
Learning from multiple annotators for medical image segmentation
L Zhang, R Tanno, M Xu, Y Huang, K Bronik, C Jin, J Jacob, Y Zheng, ...
Pattern Recognition, 2023
92023
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation
MC Xu, Y Zhou, C Jin, M de Groot, DC Alexander, NP Oxtoby, Y Hu, ...
MICCAI Best Paper Finalist (International Conference on Medical Image …, 2022
92022
Learning to Address Intra-Segment Misclassification in Retinal Imaging
Y Zhou, MC Xu, Y Hu, HX Lin, J Jacob, P Keane, D Alexander
MICCAI (International Conference on Medical Image Computing and Computer …, 2021
82021
Learning to Pay Attention to Mistakes
MC Xu, NP Oxtoby, DC Alexander, J Jacob
BMVC (British Machine Vision Conference), 2020
52020
Foveation for Segmentation of Mega-Pixel Histology Images
C Jin, R Tanno, MC Xu, T Mertzanidou, DC Alexander
MICCAI (International Conference on Medical Image Computing and Computer …, 2020
52020
Expectation maximization pseudo labels
M Xu, Y Zhou, C Jin, M de Groot, DC Alexander, NP Oxtoby, Y Hu, ...
Medical Image Analysis, 103125, 2024
2*2024
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels
MC Xu, Y Zhou, C Jin, M De Groot, DC Alexander, NP Oxtoby, J Jacob
IEEE Transactions on Medical Imaging, 2023
2*2023
Airway Measurement by Refinement of Synthetic Images Improves Mortality Prediction in Idiopathic Pulmonary Fibrosis
A Pakzad, MC Xu, WK Cheung, M Vermant, T Goos, LJ De Sadeleer, ...
DGM4MICCAI (Workshop on Deep Generative Models for Medical Image Computing …, 2022
12022
CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement
Y Zhou, MC Xu, Y Hu, SB Blumberg, A Zhao, SK Wagner, PA Keane, ...
Medical Image Analysis, 103098, 2024
2024
Deep Learning with Limited Labels for Medical Imaging
MC Xu
UCL (University College London), 2023
2023
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