Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization. - Alexandre Laterre; Yunguan Fu; Mohamed Khalil Jabri; Alain-Sam Cohen; David Kas; Karl Hajjar; Torbjorn S. Dahl; Amine Kerkeni; Karim Beguir (CoRR, 2018)

More Unlabelled Data or Label More Data? A Study on Semi-supervised Laparoscopic Image Segmentation. - Yunguan Fu; Maria R. Robu; Bongjin Koo; Crispin Schneider; Stijn van Laarhoven; Danail Stoyanov; Brian R. Davidson; Matthew J. Clarkson; Yipeng Hu (DART/MIL3ID@MICCAI, 2019)

Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination. - Qianye Yang; Yunguan Fu; Francesco Giganti; Nooshin Ghavami; Qingchao Chen; J. Alison Noble; Tom Vercauteren; Dean C. Barratt; Yipeng Hu (MICCAI (3), 2020)

Introduction to Medical Image Registration with DeepReg, Between Old and New. - 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; et al. (CoRR, 2020)

DeepReg: a deep learning toolkit for medical image registration. - 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; et al. (J. Open Source Softw., 2020)

DeepReg: a deep learning toolkit for medical image registration. - 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; et al. (Zenodo, 2020)

Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes. - Yiwen Li; Gratianus Wesley Putra Data; Yunguan Fu; Yipeng Hu; Victor Adrian Prisacariu (BMVC, 2021)

Learning Image Quality Assessment by Reinforcing Task Amenable Data Selection. - Shaheer U. Saeed; Yunguan Fu; Zachary M. C. Baum; Qianye Yang; Mirabela Rusu; Richard E. Fan; Geoffrey A. Sonn; Dean C. Barratt; Yipeng Hu (IPMI, 2021)

Morphological Change Forecasting For Prostate Glands Using Feature-Based Registration And Kernel Density Extrapolation. - Qianye Yang; Tom Vercauteren; Yunguan Fu; Francesco Giganti; Nooshin Ghavami; Vasilis Stavrinides; Caroline M. Moore; Matthew J. Clarkson; Dean C. Barratt; Yipeng Hu (ISBI, 2021)

Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability. - 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 (ASMUS@MICCAI, 2021)

FEW-SHOT Image Segmentation for Cross-Institution Male Pelvic Organs Using Registration-Assisted Prototypical Learning. - Yiwen Li; Yunguan Fu; Qianye Yang; Zhe Min; Wen Yan; Henkjan J. Huisman; Dean C. Barratt; Victor Adrian Prisacariu; Yipeng Hu (ISBI, 2022)

Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation. - 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 (CoRR, 2022)

MONAI: An open-source framework for deep learning in healthcare. - M. Jorge Cardoso; Wenqi Li 001; Richard Brown 004; Nic Ma; Eric Kerfoot; Yiheng Wang; Benjamin Murray; Andriy Myronenko; Can Zhao 001; Dong Yang 005; Vishwesh Nath; Yufan He; et al. (CoRR, 2022)

Image quality assessment for machine learning tasks using meta-reinforcement learning. - 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 (Medical Image Anal., 2022)

Cross-Modality Image Registration Using a Training-Time Privileged Third Modality. - Qianye Yang; David Atkinson; Yunguan Fu; Tom Syer; Wen Yan; Shonit Punwani; Matthew J. Clarkson; Dean C. Barratt; Tom Vercauteren; Yipeng Hu (IEEE Trans. Medical Imaging, 2022)

Cross-institution Male Pelvic Structures. - 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; et al. (Zenodo, 2022)

Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation. - Yunguan Fu; Yiwen Li; Shaheer U. Saeed; Matthew J. Clarkson; Yipeng Hu (DGM4MICCAI, 2023)

Spatial Correspondence between Graph Neural Network-Segmented Images. - Qian Li 036; Yunguan Fu; Qianye Yang; Zhijiang Du; Hongjian Yu; Yipeng Hu (MIDL, 2023)

A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models. - Yunguan Fu; Yiwen Li; Shaheer U. Saeed; Matthew J. Clarkson; Yipeng Hu (CoRR, 2023)

Early computational detection of potential high-risk SARS-CoV-2 variants. - 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; et al. (Comput. Biol. Medicine, 2023)

Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration. - 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; et al. (Medical Image Anal., 2023)

Semi-weakly-supervised neural network training for medical image registration. - 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; et al. (CoRR, 2024)

Active learning using adaptable task-based prioritisation. - 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 (Medical Image Anal., 2024)

CineMA: A Foundation Model for Cine Cardiac MRI. - Yunguan Fu; Weixi Yi; Charlotte Manisty; Anish N. Bhuva; Thomas A. Treibel; James C. Moon; Matthew J. Clarkson; Rhodri H. Davies; Yipeng Hu (CoRR, 2025)

Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications. - Yucheng Tang; Yunguan Fu; Weixi Yi; Yipei Wang; Daniel C. Alexander; Rhodri Davies; Yipeng Hu (CoRR, 2025)