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Yunguan Fu
Yunguan Fu
InstaDeep, University College London
Verified email at instadeep.com - Homepage
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Year
Ranked reward: Enabling self-play reinforcement learning for combinatorial optimization
A Laterre, Y Fu, MK Jabri, AS Cohen, D Kas, K Hajjar, TS Dahl, A Kerkeni, ...
arXiv preprint arXiv:1807.01672, 2018
642018
DeepReg: a deep learning toolkit for medical image registration
Y Fu, NM Brown, SU Saeed, A Casamitjana, Z Baum, R Delaunay, ...
arXiv preprint arXiv:2011.02580, 2020
112020
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation
Y Fu, MR Robu, B Koo, C Schneider, S Laarhoven, D Stoyanov, ...
Domain Adaptation and Representation Transfer and Medical Image Learning …, 2019
102019
Early Computational Detection of Potential High Risk SARS-CoV-2 Variants
K Beguir, MJ Skwark, Y Fu, T Pierrot, SNL Carranza, A Laterre, I Kadri, ...
bioRxiv, 2021
42021
Learning image quality assessment by reinforcing task amenable data selection
SU Saeed, Y Fu, Z Baum, Q Yang, M Rusu, RE Fan, GA Sonn, DC Barratt, ...
International Conference on Information Processing in Medical Imaging, 755-766, 2021
42021
Longitudinal image registration with temporal-order and subject-specificity discrimination
Q Yang, Y Fu, F Giganti, N Ghavami, Q Chen, JA Noble, T Vercauteren, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
32020
Adaptable image quality assessment using meta-reinforcement learning of task amenability
SU Saeed, Y Fu, V Stavrinides, Z Baum, Q Yang, M Rusu, RE Fan, ...
International Workshop on Advances in Simplifying Medical Ultrasound, 191-201, 2021
22021
Introduction to Medical Image Registration with DeepReg, Between Old and New
N Brown, Y Fu, SU Saeed, A Casamitjana, ZMC Baum, R Delaunay, ...
arXiv preprint arXiv:2009.01924, 2020
2*2020
Image quality assessment for machine learning tasks using meta-reinforcement learning
SU Saeed, Y Fu, V Stavrinides, ZMC Baum, Q Yang, M Rusu, RE Fan, ...
Medical Image Analysis 78, 102427, 2022
12022
Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning
Y Li, Y Fu, Q Yang, Z Min, W Yan, H Huisman, D Barratt, VA Prisacariu, ...
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
2022
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation
SU Saeed, W Yan, Y Fu, F Giganti, Q Yang, Z Baum, M Rusu, RE Fan, ...
arXiv preprint arXiv:2202.09798, 2022
2022
Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes
Y Li, GWP Data, Y Fu, Y Hu, VA Prisacariu
arXiv preprint arXiv:2110.11742, 2021
2021
Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation
Q Yang, T Vercauteren, Y Fu, F Giganti, N Ghavami, V Stavrinides, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1072-1076, 2021
2021
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