MRI Image-to-Image Translation for Cross-Modality Image Registration and Segmentation. - Qianye Yang; Nannan Li; Zixu Zhao; Xingyu Fan; Eric I-Chao Chang; Yan Xu 001 (CoRR, 2018)

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)

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)

Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels. - Liam F. Chalcroft; Jiongqi Qu; Sophie A. Martin; Iani J. M. B. Gayo; Giulio V. Minore; Imraj R. D. Singh; Shaheer U. Saeed; Qianye Yang; Zachary M. C. Baum; André Altmann; Yipeng Hu (ASMUS@MICCAI, 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)

Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR Images. - Zhe Min; Fernando J. Bianco; Qianye Yang; Rachael Rodell; Wen Yan; Dean C. Barratt; Yipeng Hu (MIUA, 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)

Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration. - Ziyi Shen; Qianye Yang; Yuming Shen; Francesco Giganti; Vasilis Stavrinides; Richard E. Fan; Caroline M. Moore; Mirabela Rusu; Geoffrey A. Sonn; Philip H. S. Torr; Dean C. Barratt; Yipeng Hu (MICCAI (6), 2022)

The Impact of Using Voxel-Level Segmentation Metrics on Evaluating Multifocal Prostate Cancer Localisation. - Wen Yan; Qianye Yang; Tom Syer; Zhe Min; Shonit Punwani; Mark Emberton; Dean C. Barratt; Bernard Chiu; Yipeng Hu (AMAI@MICCAI, 2022)

Task model-specific operator skill assessment in routine fetal ultrasound scanning. - Yipei Wang; Qianye Yang; Lior Drukker; Aris T. Papageorghiou; Yipeng Hu; J. Alison Noble (Int. J. Comput. Assist. Radiol. Surg., 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)

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)

Research on Criminal Clues Analysis Model of Illegally Added Toxic and Harmful Substances in Food. - Yutian Wang; Qianye Yang; Haowei Chen; Jiongkai Chen (CECNet, 2023)

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

Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion. - Shaheer U. Saeed; Tom Syer; Wen Yan; Qianye Yang; Mark Emberton; Shonit Punwani; Matthew John Clarkson; Dean C. Barratt; Yipeng Hu (MIDL, 2023)

Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images. - Weixi Yi; Vasilis Stavrinides; Zachary M. C. Baum; Qianye Yang; Dean C. Barratt; Matthew J. Clarkson; Yipeng Hu; Shaheer U. Saeed (MLMI@MICCAI (1), 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)

Nonrigid Reconstruction of Freehand Ultrasound Without a Tracker. - Qi Li 030; Ziyi Shen; Qianye Yang; Dean C. Barratt; Matthew J. Clarkson; Tom Vercauteren; Yipeng Hu (MICCAI (4), 2024)

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)

AI-assisted prostate cancer detection and localisation on biparametric MR by classifying radiologist-positives. - Xiangcen Wu; Yipei Wang; Qianye Yang; Natasha Thorley; Shonit Punwani; Veeru Kasivisvanathan; Ester Bonmati; Yipeng Hu (CoRR, 2024)

Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation. - Wen Yan; Bernard Chiu; Ziyi Shen; Qianye Yang; Tom Syer; Zhe Min; Shonit Punwani; Mark Emberton; David Atkinson; Dean C. Barratt; Yipeng Hu (Medical Image Anal., 2024)

A Deep Learning Framework for Fetal Heart Tracking in Ultrasound Videos: Toward Enhanced Congenital Heart Defects Detection. - Qianye Yang; Kangning Cui; Yipeng Hu; Can Peng; Netzahualcoyotl Hernandez-Cruz; Rahul Ahuja; Elena D'Alberti; Raymond Chan 001; Olga Patey; Aris T. Papageorghiou; J. Alison Noble (FIMH (2), 2025)

Tell2Reg: Establishing Spatial Correspondence between Images by the Same Language Prompts. - Wen Yan; Qianye Yang; Shiqi Huang; Yipei Wang; Shonit Punwani; Mark Emberton; Vasilis Stavrinides; Yipeng Hu; Dean C. Barratt (ISBI, 2025)

Segmentation versus detection: Development and evaluation of deep learning models for prostate imaging reporting and data system lesions localisation on Bi-parametric prostate magnetic resonance imaging. - Zhe Min; Fernando J. Bianco; Qianye Yang; Wen Yan; Ziyi Shen; David Cohen; Rachael Rodell; Dean C. Barratt; Yipeng Hu (CAAI Trans. Intell. Technol., 2025)

Federated Continual 3D Segmentation With Single-round Communication. - Can Peng; Qianhui Men; Pramit Saha; Qianye Yang; Cheng Ouyang; J. Alison Noble (CoRR, 2025)

Latent Motion Profiling for Annotation-free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos. - Yingyu Yang; Qianye Yang; Kangning Cui; Can Peng; Elena D'Alberti; Netzahualcoyotl Hernandez-Cruz; Olga Patey; Aris T. Papageorghiou; J. Alison Noble (CoRR, 2025)