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Yunguan Fu
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Monai: An open-source framework for deep learning in healthcare
MJ Cardoso, W Li, R Brown, N Ma, E Kerfoot, Y Wang, B Murrey, ...
arXiv preprint arXiv:2211.02701, 2022
1702022
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
952018
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
322020
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
252021
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
222022
Progressive loss of conserved spike protein neutralizing antibody sites in Omicron sublineages is balanced by preserved T-cell recognition epitopes
A Muik, BG Lui, H Diao, Y Fu, M Bacher, A Toker, J Grosser, O Ozhelvaci, ...
bioRxiv, 2022
152022
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation
Y Fu, MR Robu, B Koo, C Schneider, S van Laarhoven, D Stoyanov, ...
Domain Adaptation and Representation Transfer and Medical Image Learning …, 2019
152019
Learning image quality assessment by reinforcing task amenable data selection
SU Saeed, Y Fu, ZMC Baum, Q Yang, M Rusu, RE Fan, GA Sonn, ...
International Conference on Information Processing in Medical Imaging, 755-766, 2021
132021
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
Y Li, Y Fu, IJMB Gayo, Q Yang, Z Min, SU Saeed, W Yan, Y Wang, ...
Medical Image Analysis 90, 102935, 2023
102023
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
82021
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
72022
Longitudinal image registration with temporal-order and subject-specificity discrimination
Q Yang, Y Fu, F Giganti, N Ghavami, Q Chen, JA Noble, T Vercauteren, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
72020
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
52022
Adaptable image quality assessment using meta-reinforcement learning of task amenability
SU Saeed, Y Fu, V Stavrinides, ZMC Baum, Q Yang, M Rusu, RE Fan, ...
Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021 …, 2021
52021
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation
Y Fu, Y Li, SU Saeed, MJ Clarkson, Y Hu
arXiv preprint arXiv:2303.06040, 2023
42023
Peptide-MHC Structure Prediction With Mixed Residue and Atom Graph Neural Network
AP Delaunay, Y Fu, A Begue, R McHardy, BA Djermani, M Rooney, ...
bioRxiv, 2022
42022
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
3*2020
Spatial correspondence between graph neural network-segmented images
Q Li, Y Fu, Q Yang, Z Du, H Yu, Y Hu
Medical Imaging with Deep Learning, 1067-1084, 2024
12024
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models
Y Fu, Y Li, SU Saeed, MJ Clarkson, Y Hu
Machine Learning for Biomedical Imaging 2 (Special Issue for Generative …, 2023
12023
Cross-Modality Image Registration Using a Training-Time Privileged Third Modality
Q Yang, D Atkinson, Y Fu, T Syer, W Yan, S Punwani, MJ Clarkson, ...
IEEE Transactions on Medical Imaging 41 (11), 3421-3431, 2022
12022
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