Yunguan Fu

39 papers A 1Journal 29Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Flow Matching-enabled Test-Time Refinement for Unsupervised Cardiac MR Registration.
CoRR
Yunguan Fu, Wenjia Bai, Wen Yan, Matthew J. Clarkson, Rhodri H. Davies, Yipeng Hu
2025 — conf
Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications.
MICCAI (4)
Yucheng Tang, Yunguan Fu, Weixi Yi, Yipei Wang, Daniel C. Alexander, Rhodri H. Davies, Yipeng Hu
2025 J jnl
Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications.
CoRR
Yucheng Tang, Yunguan Fu, Weixi Yi, Yipei Wang, Daniel C. Alexander, Rhodri H. Davies, Yipeng Hu
2025 J jnl
CineMA: A Foundation Model for Cine Cardiac MRI.
CoRR
Yunguan Fu, Weixi Yi, Charlotte Manisty, Anish N. Bhuva, Thomas A. Treibel, James C. Moon, Matthew J. Clarkson, Rhodri H. Davies, Yipeng Hu
2024 J jnl
Active learning using adaptable task-based prioritisation.
Medical Image Anal.
Shaheer U. Saeed, João Ramalhinho, Mark A. Pinnock, Ziyi Shen, Yunguan Fu, Nina Montaña Brown, Ester Bonmati, Dean C. Barratt, Stephen P. Pereira, Brian R. Davidson, Matthew J. Clarkson, Yipeng Hu
2024 J jnl
Semi-weakly-supervised neural network training for medical image registration.
CoRR
Yiwen Li, Yunguan Fu, Iani J. M. B. Gayo, Qianye Yang, Zhe Min, Shaheer U. Saeed, Wen Yan, Yipei Wang, J. Alison Noble, Mark Emberton, Matthew J. Clarkson, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
2023 J jnl
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models.
CoRR
Yunguan Fu, Yiwen Li, Shaheer U. Saeed, Matthew J. Clarkson, Yipeng Hu
2023 J jnl
Early computational detection of potential high-risk SARS-CoV-2 variants.
Comput. Biol. Medicine
Karim Beguir, Marcin J. Skwark, Yunguan Fu, Thomas Pierrot, Nicolás López Carranza, Alexandre Laterre, Ibtissem Kadri, Abir Korched, Anna U. Lowegard, Bonny Gaby Lui, Bianca Sänger, Yunpeng Liu, Asaf Poran, Alexander Muik, Ugur Sahin
2023 — conf
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation.
DGM4MICCAI
Yunguan Fu, Yiwen Li, Shaheer U. Saeed, Matthew J. Clarkson, Yipeng Hu
2023 J jnl
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation.
CoRR
Yunguan Fu, Yiwen Li, Shaheer U. Saeed, Matthew J. Clarkson, Yipeng Hu
2023 J jnl
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration.
Medical Image Anal.
Yiwen Li, Yunguan Fu, Iani J. M. B. Gayo, Qianye Yang, Zhe Min, Shaheer U. Saeed, Wen Yan, Yipei Wang, J. Alison Noble, Mark Emberton, Matthew J. Clarkson, Henkjan Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
2023 — conf
Spatial Correspondence between Graph Neural Network-Segmented Images.
MIDL
Qian Li, Yunguan Fu, Qianye Yang, Zhijiang Du, Hongjian Yu, Yipeng Hu
2023 J jnl
Spatial Correspondence between Graph Neural Network-Segmented Images.
CoRR
Qian Li, Yunguan Fu, Qianye Yang, Zhijiang Du, Hongjian Yu, Yipeng Hu
2022 J jnl
Active learning using adaptable task-based prioritisation.
CoRR
Shaheer U. Saeed, João Ramalhinho, Mark A. Pinnock, Ziyi Shen, Yunguan Fu, Nina Montaña Brown, Ester Bonmati, Dean C. Barratt, Stephen P. Pereira, Brian R. Davidson, Matthew J. Clarkson, Yipeng Hu
2022 J jnl
Cross-Modality Image Registration Using a Training-Time Privileged Third Modality.
IEEE Trans. Medical Imaging
Qianye Yang, David Atkinson, Yunguan Fu, Tom Syer, Wen Yan, Shonit Punwani, Matthew J. Clarkson, Dean C. Barratt, Tom Vercauteren, Yipeng Hu
2022 J jnl
Cross-Modality Image Registration using a Training-Time Privileged Third Modality.
CoRR
Qianye Yang, David Atkinson, Yunguan Fu, Tom Syer, Wen Yan, Shonit Punwani, Matthew J. Clarkson, Dean C. Barratt, Tom Vercauteren, Yipeng Hu
2022 — conf
FEW-SHOT Image Segmentation for Cross-Institution Male Pelvic Organs Using Registration-Assisted Prototypical Learning.
ISBI
Yiwen Li, Yunguan Fu, Qianye Yang, Zhe Min, Wen Yan, Henkjan J. Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
2022 J jnl
Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning.
CoRR
Yiwen Li, Yunguan Fu, Qianye Yang, Zhe Min, Wen Yan, Henkjan J. Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
2022 J jnl
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation.
CoRR
Shaheer U. Saeed, Wen Yan, Yunguan Fu, Francesco Giganti, Qianye Yang, Zachary M. C. Baum, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Mark Emberton, Dean C. Barratt, Yipeng Hu
2022 J jnl
Image quality assessment for machine learning tasks using meta-reinforcement learning.
CoRR
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
2022 J jnl
Image quality assessment for machine learning tasks using meta-reinforcement learning.
Medical Image Anal.
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
2022 J jnl
MONAI: An open-source framework for deep learning in healthcare.
CoRR
M. Jorge Cardoso, Wenqi Li, Richard Brown, Nic Ma, Eric Kerfoot, Yiheng Wang, Benjamin Murray, Andriy Myronenko, Can Zhao, Dong Yang, Vishwesh Nath, Yufan He, Ziyue Xu, Ali Hatamizadeh, Wentao Zhu, Yun Liu, Mingxin Zheng, Yucheng Tang, Isaac Yang, Michael Zephyr, Behrooz Hashemian, Sachidanand Alle, Mohammad Zalbagi Darestani, Charlie Budd, Marc Modat, Tom Vercauteren, Guotai Wang, Yiwen Li, Yipeng Hu, Yunguan Fu, Benjamin Gorman, Hans J. Johnson, Brad W. Genereaux, Barbaros S. Erdal, Vikash Gupta, Andres Diaz-Pinto, Andre Dourson, Lena Maier-Hein, Paul F. Jaeger, Michael Baumgartner, Jayashree Kalpathy-Cramer, Mona Flores, Justin S. Kirby, Lee A. D. Cooper, Holger R. Roth, Daguang Xu, David Bericat, Ralf Floca, S. Kevin Zhou, Haris Shuaib, Keyvan Farahani, Klaus H. Maier-Hein, Stephen R. Aylward, Prerna Dogra, Sébastien Ourselin, Andrew Feng
2022 J jnl
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration.
CoRR
Yiwen Li, Yunguan Fu, Iani J. M. B. Gayo, Qianye Yang, Zhe Min, Shaheer U. Saeed, Wen Yan, Yipei Wang, J. Alison Noble, Mark Emberton, Matthew J. Clarkson, Henkjan J. Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
2021 — conf
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability.
ASMUS@MICCAI
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
2021 J jnl
Adaptable image quality assessment using meta-reinforcement learning of task amenability.
CoRR
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
2021 A conf
Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes.
BMVC
Yiwen Li, Gratianus Wesley Putra Data, Yunguan Fu, Yipeng Hu, Victor Adrian Prisacariu
2021 J jnl
Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes.
CoRR
Yiwen Li, Gratianus Wesley Putra Data, Yunguan Fu, Yipeng Hu, Victor Adrian Prisacariu
2021 — conf
Learning Image Quality Assessment by Reinforcing Task Amenable Data Selection.
IPMI
Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu
2021 J jnl
Learning image quality assessment by reinforcing task amenable data selection.
CoRR
Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu
2021 — conf
Morphological Change Forecasting For Prostate Glands Using Feature-Based Registration And Kernel Density Extrapolation.
ISBI
Qianye Yang, Tom Vercauteren, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Vasilis Stavrinides, Caroline M. Moore, Matthew J. Clarkson, Dean C. Barratt, Yipeng Hu
2021 J jnl
Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation.
CoRR
Qianye Yang, Tom Vercauteren, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Vasilis Stavrinides, Caroline M. Moore, Matthew J. Clarkson, Dean C. Barratt, Yipeng Hu
2020 J jnl
DeepReg: a deep learning toolkit for medical image registration.
CoRR
Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed, Adrià Casamitjana, Zachary M. C. Baum, Rémi Delaunay, Qianye Yang, Alexander Grimwood, Zhe Min, Stefano B. Blumberg, Juan Eugenio Iglesias, Dean C. Barratt, Ester Bonmati, Daniel C. Alexander, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
2020 J jnl
DeepReg: a deep learning toolkit for medical image registration.
J. Open Source Softw.
Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed, Adrià Casamitjana, Zachary Baum, Rémi Delaunay, Qianye Yang, Alexander Grimwood, Zhe Min, Stefano B. Blumberg, Juan Eugenio Iglesias, Dean C. Barratt, Ester Bonmati, Daniel C. Alexander, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
2020 J jnl
Introduction to Medical Image Registration with DeepReg, Between Old and New.
CoRR
Nina Montaña Brown, Yunguan Fu, Shaheer U. Saeed, Adrià Casamitjana, Zachary M. C. Baum, Rémi Delaunay, Qianye Yang, Alex Grimwood, Zhe Min, Ester Bonmati, Tom Vercauteren, Matthew J. Clarkson, Yipeng Hu
2020 — conf
Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination.
MICCAI (3)
Qianye Yang, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Qingchao Chen, J. Alison Noble, Tom Vercauteren, Dean C. Barratt, Yipeng Hu
2020 J jnl
Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination.
CoRR
Qianye Yang, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Qingchao Chen, J. Alison Noble, Tom Vercauteren, Dean C. Barratt, Yipeng Hu
2019 — conf
More Unlabelled Data or Label More Data? A Study on Semi-supervised Laparoscopic Image Segmentation.
DART/MIL3ID@MICCAI
Yunguan Fu, Maria R. Robu, Bongjin Koo, Crispin Schneider, Stijn van Laarhoven, Danail Stoyanov, Brian R. Davidson, Matthew J. Clarkson, Yipeng Hu
2019 J jnl
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation.
CoRR
Yunguan Fu, Maria R. Robu, Bongjin Koo, Crispin Schneider, Stijn van Laarhoven, Danail Stoyanov, Brian R. Davidson, Matthew J. Clarkson, Yipeng Hu
2018 J jnl
Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization.
CoRR
Alexandre Laterre, Yunguan Fu, Mohamed Khalil Jabri, Alain-Sam Cohen, David Kas, Karl Hajjar, Torbjorn S. Dahl, Amine Kerkeni, Karim Beguir