Publications by authors named "Moucheng Xu"

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Harnessing Advanced Machine Learning Techniques for Microscopic Vessel Segmentation in Pulmonary Fibrosis Using Novel Hierarchical Phase-Contrast Tomography Images.
Pardeep Vasudev, Mehran Azimbagirad, Shahab Aslani, Moucheng Xu, Yufei Wang

Methods Inf Med· September 2024

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Expectation maximisation pseudo labels.
Moucheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C Alexander

Med Image Anal· May 2024

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CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement.
Yukun Zhou, MouCheng Xu, Yipeng Hu, Stefano B Blumberg, An Zhao

Med Image Anal· April 2024

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MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations With Limited Labels.
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius De Groot, Daniel C Alexander

IEEE Trans Med Imaging· October 2023

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A foundation model for generalizable disease detection from retinal images.
Yukun Zhou, Mark A Chia, Siegfried K Wagner, Murat S Ayhan, Dominic J Williamson, Moucheng Xu

Nature· October 2023

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Learning from multiple annotators for medical image segmentation.
Le Zhang, Ryutaro Tanno, Moucheng Xu, Yawen Huang, Kevin Bronik

Pattern Recognit· June 2023

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AutoMorph: Automated Retinal Vascular Morphology Quantification Via a Deep Learning Pipeline.
Yukun Zhou, Siegfried K Wagner, Mark A Chia, An Zhao, Peter Woodward-Court, Moucheng Xu

Transl Vis Sci Technol· July 2022

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