Qianye Yang

54 papers Journal 37Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the Degrees of Freedom of Gridded Control Points in Learning-Based Medical Image Registration.
CoRR
Wen Yan, Qianye Yang, Yipei Wang, Shonit Punwani, Mark Emberton, Vasilis Stavrinides, Yipeng Hu, Dean C. Barratt
2026 J jnl
Orientation-Robust Latent Motion Trajectory Learning for Annotation-free Cardiac Phase Detection in Fetal Echocardiography.
CoRR
Yingyu Yang, Qianye Yang, Can Peng, Elena D'Alberti, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025 — conf
A Deep Learning Framework for Fetal Heart Tracking in Ultrasound Videos: Toward Enhanced Congenital Heart Defects Detection.
FIMH (2)
Qianye Yang, Kangning Cui, Yipeng Hu, Can Peng, Netzahualcoyotl Hernandez-Cruz, Rahul Ahuja, Elena D'Alberti, Raymond Chan, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025 J jnl
Federated Continual 3D Segmentation With Single-round Communication.
CoRR
Can Peng, Qianhui Men, Pramit Saha, Qianye Yang, Cheng Ouyang, J. Alison Noble
2025 — conf
Latent Motion Profiling for Annotation-Free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos.
MICCAI (14)
Yingyu Yang, Qianye Yang, Kangning Cui, Can Peng, Elena D'Alberti, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025 J jnl
Latent Motion Profiling for Annotation-free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos.
CoRR
Yingyu Yang, Qianye Yang, Kangning Cui, Can Peng, Elena D'Alberti, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025 J jnl
Learning to learn skill assessment for fetal ultrasound scanning.
CoRR
Yipei Wang, Qianye Yang, Lior Drukker, Aris T. Papageorghiou, Yipeng Hu, J. Alison Noble
2025 J jnl
Neural Collapse-Inspired Multi-Label Federated Learning under Label-Distribution Skew.
CoRR
Can Peng, Yuyuan Liu, Yingyu Yang, Pramit Saha, Qianye Yang, J. Alison Noble
2025 J jnl
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.
CAAI Trans. Intell. Technol.
Zhe Min, Fernando J. Bianco, Qianye Yang, Wen Yan, Ziyi Shen, David Cohen, Rachael Rodell, Dean C. Barratt, Yipeng Hu
2025 — conf
Tell2Reg: Establishing Spatial Correspondence between Images by the Same Language Prompts.
ISBI
Wen Yan, Qianye Yang, Shiqi Huang, Yipei Wang, Shonit Punwani, Mark Emberton, Vasilis Stavrinides, Yipeng Hu, Dean C. Barratt
2025 J jnl
Tell2Reg: Establishing spatial correspondence between images by the same language prompts.
CoRR
Wen Yan, Qianye Yang, Shiqi Huang, Yipei Wang, Shonit Punwani, Mark Emberton, Vasilis Stavrinides, Yipeng Hu, Dean C. Barratt
2024 J jnl
AI-assisted prostate cancer detection and localisation on biparametric MR by classifying radiologist-positives.
CoRR
Xiangcen Wu, Yipei Wang, Qianye Yang, Natasha Thorley, Shonit Punwani, Veeru Kasivisvanathan, Ester Bonmati, Yipeng Hu
2024 J jnl
Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation.
Medical Image Anal.
Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, Yipeng Hu
2024 — conf
Nonrigid Reconstruction of Freehand Ultrasound Without a Tracker.
MICCAI (4)
Qi Li, Ziyi Shen, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
2024 J jnl
Nonrigid Reconstruction of Freehand Ultrasound without a Tracker.
CoRR
Qi Li, Ziyi Shen, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Tom Vercauteren, 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 — conf
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion.
MIDL
Shaheer U. Saeed, Tom Syer, Wen Yan, Qianye Yang, Mark Emberton, Shonit Punwani, Matthew John Clarkson, Dean C. Barratt, Yipeng Hu
2023 J jnl
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion.
CoRR
Shaheer U. Saeed, Tom Syer, Wen Yan, Qianye Yang, Mark Emberton, Shonit Punwani, Matthew J. Clarkson, Dean C. Barratt, Yipeng Hu
2023 — conf
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images.
MLMI@MICCAI (1)
Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed
2023 J jnl
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images.
CoRR
Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed
2023 J jnl
Combiner and HyperCombiner Networks: Rules to Combine Multimodality MR Images for Prostate Cancer Localisation.
CoRR
Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, 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
Research on Criminal Clues Analysis Model of Illegally Added Toxic and Harmful Substances in Food.
CECNet
Yutian Wang, Qianye Yang, Haowei Chen, Jiongkai Chen
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
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration.
CoRR
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
2022 — conf
Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration.
MICCAI (6)
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
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
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
2022 J jnl
Task model-specific operator skill assessment in routine fetal ultrasound scanning.
Int. J. Comput. Assist. Radiol. Surg.
Yipei Wang, Qianye Yang, Lior Drukker, Aris T. Papageorghiou, Yipeng Hu, J. Alison Noble
2022 — conf
The Impact of Using Voxel-Level Segmentation Metrics on Evaluating Multifocal Prostate Cancer Localisation.
AMAI@MICCAI
Wen Yan, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, Dean C. Barratt, Bernard Chiu, Yipeng Hu
2022 J jnl
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation.
CoRR
Wen Yan, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, Dean C. Barratt, Bernard Chiu, 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 — conf
Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR Images.
MIUA
Zhe Min, Fernando J. Bianco, Qianye Yang, Rachael Rodell, Wen Yan, Dean C. Barratt, Yipeng Hu
2021 J jnl
Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR images.
CoRR
Zhe Min, Fernando J. Bianco, Qianye Yang, Rachael Rodell, Wen Yan, Dean C. Barratt, Yipeng Hu
2021 — conf
Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels.
ASMUS@MICCAI
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
2021 J jnl
Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels.
CoRR
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
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
2018 J jnl
MRI Image-to-Image Translation for Cross-Modality Image Registration and Segmentation.
CoRR
Qianye Yang, Nannan Li, Zixu Zhao, Xingyu Fan, Eric I-Chao Chang, Yan Xu