Yipeng Hu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 147

Top Venues

CoRR

Medical Image Anal.

ASMUS@MICCAI

Int. J. Comput. Assist. Radiol. Surg.

Publications

Ashkan Pakzad, W. K. Cheung, Coline H. M. Van Moorsel, Kin Quan, Nesrin Mogulkoc, Brian J. Bartholmai, H. W. Van Es, Alper Ezircan, Frouke Van Beek, Marcel Veltkamp, Ronald A. Karwoski, T. Peikert, R. D. Clay, Finbar Foley, Cassandra Braun, Recep Savas, Carole H. Sudre, Tom Doel, D. C. Alexander, Peter A. Wijeratne, Dave Hawkes, Yipeng Hu, John R. Hurst, Joseph Jacob
Evaluation of automated airway morphological quantification for assessing fibrosing lung disease. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 12 (1) (2024)
Iani J. M. B. Gayo, Shaheer U. Saeed, Ester Bonmati, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu
The distinct roles of reinforcement learning between pre-procedure and intra-procedure planning for prostate biopsy. Int. J. Comput. Assist. Radiol. Surg. 19 (6) (2024)
Yinsong Xu, Yipei Wang, Ziyi Shen, Iani J. M. B. Gayo, Natasha Thorley, Shonit Punwani, Aidong Men, Dean C. Barratt, Qingchao Chen, Yipeng Hu
Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI. CoRR (2024)
Yukun Zhou, Moucheng Xu, Yipeng Hu, Stefano B. Blumberg, An Zhao, Siegfried K. Wagner, Pearse A. Keane, Daniel C. Alexander
CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement. Medical Image Anal. 93 (2024)
Moucheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
Expectation maximisation pseudo labels. Medical Image Anal. 94 (2024)
Shiqi Huang, Tingfa Xu, Ziyi Shen, Shaheer Ullah Saeed, Wen Yan, Dean C. Barratt, Yipeng Hu
One registration is worth two segmentations. CoRR (2024)
Qi Li, Ziyi Shen, Qian Li, Dean C. Barratt, Thomas Dowrick, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
Long-Term Dependency for 3D Reconstruction of Freehand Ultrasound Without External Tracker. IEEE Trans. Biomed. Eng. 71 (3) (2024)
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 A. Prisacariu, Yipeng Hu
Semi-weakly-supervised neural network training for medical image registration. CoRR (2024)
Martynas Pocius, Wen Yan, Dean C. Barratt, Mark Emberton, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed
Weakly supervised localisation of prostate cancer using reinforcement learning for bi-parametric MR images. CoRR (2024)
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
Active learning using adaptable task-based prioritisation. Medical Image Anal. 95 (2024)
Qi Li, Ziyi Shen, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
Nonrigid Reconstruction of Freehand Ultrasound without a Tracker. CoRR (2024)
Wing Keung Cheung, Ashkan Pakzad, Nesrin Mogulkoc, Sarah Needleman, Bojidar Rangelov, Eyjolfur Gudmundsson, An Zhao, Mariam Abbas, Davina McLaverty, Dimitrios Asimakopoulos, Robert Chapman, Recep Savas, Sam M. Janes, Yipeng Hu, Daniel C. Alexander, John R. Hurst, Joseph Jacob
Interpolation-split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance. J. Big Data 11 (1) (2024)
Shaheer U. Saeed, Shiqi Huang, João Ramalhinho, Iani J. M. B. Gayo, Nina Montaña Brown, Ester Bonmati, Stephen P. Pereira, Brian R. Davidson, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu
Competing for pixels: a self-play algorithm for weakly-supervised segmentation. CoRR (2024)
Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, Yipeng Hu
Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation. Medical Image Anal. 91 (2024)
Yaxi Chen, Aleksandra Ivanova, Shaheer U. Saeed, Rikin Hargunani, Jie Huang, Chaozong Liu, Yipeng Hu
Segmentation by registration-enabled SAM prompt engineering using five reference images. CoRR (2024)
Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity. CoRR (2024)
Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images. MLMI@MICCAI (1) (2023)
Qian Li, Yunguan Fu, Qianye Yang, Zhijiang Du, Hongjian Yu, Yipeng Hu
Spatial Correspondence between Graph Neural Network-Segmented Images. MIDL (2023)
Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu
Non-rigid Medical Image Registration using Physics-informed Neural Networks. CoRR (2023)
Qi Li, Ziyi Shen, Qian Li, Dean C. Barratt, Thomas Dowrick, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
Long-term Dependency for 3D Reconstruction of Freehand Ultrasound Without External Tracker. CoRR (2023)
Nina Montaña Brown, Shaheer U. Saeed, Ahmed Abdulaal, Thomas Dowrick, Yakup Kilic, Sophie Wilkinson, Jack Gao, Meghavi Mashar, Chloe He, Alkisti Stavropoulou, Emma Thomson, Zachary M. C. Baum, Simone Foti, Brian R. Davidson, Yipeng Hu, Matthew J. Clarkson
SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery. NeurIPS (2023)
Yunguan Fu, Yiwen Li, Shaheer U. Saeed, Matthew J. Clarkson, Yipeng Hu
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models. CoRR (2023)
Zhe Min, Zachary M. C. Baum, Shaheer U. Saeed, Mark Emberton, Dean C. Barratt, Zeike A. Taylor, Yipeng Hu
Non-rigid Medical Image Registration using Physics-informed Neural Networks. IPMI (2023)
Shaheer U. Saeed, Tom Syer, Wen Yan, Qianye Yang, Mark Emberton, Shonit Punwani, Matthew John Clarkson, Dean C. Barratt, Yipeng Hu
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion. MIDL (2023)
Qi Li, Ziyi Shen, Qian Li, Dean C. Barratt, Thomas Dowrick, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
Privileged Anatomical and Protocol Discrimination in Trackerless 3D Ultrasound Reconstruction. CoRR (2023)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
Expectation Maximization Pseudo Labelling for Segmentation with Limited Annotations. CoRR (2023)
Yunguan Fu, Yiwen Li, Shaheer U. Saeed, Matthew J. Clarkson, Yipeng Hu
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation. DGM4MICCAI (2023)
Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images. CoRR (2023)
Yucheng Tang, Yipeng Hu, Jing Li, Hu Lin, Xiang Xu, Ke Huang, Hongxiang Lin
PLD-AL: Pseudo-label Divergence-Based Active Learning in Carotid Intima-Media Segmentation for Ultrasound Images. MICCAI (2) (2023)
Qian Li, Yunguan Fu, Qianye Yang, Zhijiang Du, Hongjian Yu, Yipeng Hu
Spatial Correspondence between Graph Neural Network-Segmented Images. CoRR (2023)
Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, Yipeng Hu
Combiner and HyperCombiner Networks: Rules to Combine Multimodality MR Images for Prostate Cancer Localisation. CoRR (2023)
Yunguan Fu, Yiwen Li, Shaheer U. Saeed, Matthew J. Clarkson, Yipeng Hu
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation. CoRR (2023)
Qi Li, Ziyi Shen, Qian Li, Dean C. Barratt, Thomas Dowrick, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
Trackerless Freehand Ultrasound with Sequence Modelling and Auxiliary Transformation Over Past and Future Frames. ISBI (2023)
Shaheer U. Saeed, Tom Syer, Wen Yan, Qianye Yang, Mark Emberton, Shonit Punwani, Matthew J. Clarkson, Dean C. Barratt, Yipeng Hu
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion. CoRR (2023)
Mark A. Pinnock, Yipeng Hu, Steve Bandula, Dean C. Barratt
Multi-phase synthetic contrast enhancement in interventional computed tomography for guiding renal cryotherapy. Int. J. Comput. Assist. Radiol. Surg. 18 (8) (2023)
Qi Li, Ziyi Shen, Qian Li, Dean C. Barratt, Thomas Dowrick, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
Privileged Anatomical and Protocol Discrimination in Trackerless 3D Ultrasound Reconstruction. ASMUS@MICCAI (2023)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Meta-Learning Initializations for Interactive Medical Image Registration. IEEE Trans. Medical Imaging 42 (3) (2023)
Wing Keung Cheung, Ashkan Pakzad, Nesrin Mogulkoc, Sarah Needleman, Bojidar Rangelov, Eyjolfur Gudmundsson, An Zhao, Mariam Abbas, Davina McLaverty, Dimitrios Asimakopoulos, Robert Chapman, Recep Savas, Sam M. Janes, Yipeng Hu, Daniel C. Alexander, John R. Hurst, Joseph Jacob
A data-centric deep learning approach to airway segmentation. CoRR (2023)
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
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration. Medical Image Anal. 90 (2023)
Iani J. M. B. Gayo, Shaheer U. Saeed, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu
Strategising template-guided needle placement for MR-targeted prostate biopsy. CoRR (2022)
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
Active learning using adaptable task-based prioritisation. CoRR (2022)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Meta-registration: Learning Test-Time Optimization for Single-Pair Image Registration. ASMUS@MICCAI (2022)
Qianye Yang, David Atkinson, Yunguan Fu, Tom Syer, Wen Yan, Shonit Punwani, Matthew J. Clarkson, Dean C. Barratt, Tom Vercauteren, Yipeng Hu
Cross-Modality Image Registration Using a Training-Time Privileged Third Modality. IEEE Trans. Medical Imaging 41 (11) (2022)
Ester Bonmati, Yipeng Hu, Alexander Grimwood, Gavin J. Johnson, George Goodchild, Margaret G. Keane, Kurinchi Gurusamy, Brian R. Davidson, Matthew J. Clarkson, Stephen P. Pereira, Dean C. Barratt
Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks. IEEE Trans. Medical Imaging 41 (6) (2022)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-supervised Segmentation. MICCAI (5) (2022)
Sulaiman Vesal, Iani J. M. B. Gayo, Indrani Bhattacharya, Shyam Natarajan, Leonard S. Marks, Dean C. Barratt, Richard E. Fan, Yipeng Hu, Geoffrey A. Sonn, Mirabela Rusu
Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study. CoRR (2022)
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
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration. CoRR (2022)
Yipei Wang, Qianye Yang, Lior Drukker, Aris Papageorghiou, Yipeng Hu, J. Alison Noble
Task model-specific operator skill assessment in routine fetal ultrasound scanning. Int. J. Comput. Assist. Radiol. Surg. 17 (8) (2022)
Shahab Aslani, Watjana Lilaonitkul, Vaishnavi Gnanananthan, Divya Raj, Bojidar Rangelov, Alexandra L. Young, Yipeng Hu, Paul Taylor, Daniel C. Alexander, Joseph Jacob
Optimising Chest X-Rays for Image Analysis by Identifying and Removing Confounding Factors. CoRR (2022)
Nina Montaña Brown, João Ramalhinho, Bongjin Koo, Moustafa Allam, Brian R. Davidson, Kurinchi Gurusamy, Yipeng Hu, Matthew J. Clarkson
Towards Multi-modal Self-supervised Video and Ultrasound Pose Estimation for Laparoscopic Liver Surgery. ASMUS@MICCAI (2022)
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
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration. CoRR (2022)
Wen Yan, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, Dean C. Barratt, Bernard Chiu, Yipeng Hu
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation. CoRR (2022)
Yukun Zhou, Moucheng Xu, Yipeng Hu, Stefano B. Blumberg, An Zhao, Siegfried K. Wagner, Pearse A. Keane, Daniel C. Alexander
VAFO-Loss: VAscular Feature Optimised Loss Function for Retinal Artery/Vein Segmentation. CoRR (2022)
Qianye Yang, David Atkinson, Yunguan Fu, Tom Syer, Wen Yan, Shonit Punwani, Matthew J. Clarkson, Dean C. Barratt, Tom Vercauteren, Yipeng Hu
Cross-Modality Image Registration using a Training-Time Privileged Third Modality. CoRR (2022)
Iani J. M. B. Gayo, Shaheer U. Saeed, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu
Strategising Template-Guided Needle Placement for MR-targeted Prostate Biopsy. CaPTion@MICCAI (2022)
Yiwen Li, Yunguan Fu, Qianye Yang, Zhe Min, Wen Yan, Henkjan J. Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
FEW-SHOT Image Segmentation for Cross-Institution Male Pelvic Organs Using Registration-Assisted Prototypical Learning. ISBI (2022)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration. CoRR (2022)
Zachary M. C. Baum, Tamas Ungi, Christopher Schlenger, Yipeng Hu, Dean C. Barratt
Learning Generalized Non-Rigid Multimodal Biomedical Image Registration from Generic Point Set Data. CoRR (2022)
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
Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration. MICCAI (6) (2022)
Sulaiman Vesal, Iani J. M. B. Gayo, Indrani Bhattacharya, Shyam Natarajan, Leonard S. Marks, Dean C. Barratt, Richard E. Fan, Yipeng Hu, Geoffrey A. Sonn, Mirabela Rusu
Domain generalization for prostate segmentation in transrectal ultrasound images: A multi-center study. Medical Image Anal. 82 (2022)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Meta-Learning Initializations for Interactive Medical Image Registration. CoRR (2022)
Wen Yan, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, Dean C. Barratt, Bernard Chiu, Yipeng Hu
The Impact of Using Voxel-Level Segmentation Metrics on Evaluating Multifocal Prostate Cancer Localisation. AMAI@MICCAI (2022)
Qi Li, Ziyi Shen, Qian Li, Dean C. Barratt, Thomas Dowrick, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu
Trackerless freehand ultrasound with sequence modelling and auxiliary transformation over past and future frames. CoRR (2022)
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
Image quality assessment for machine learning tasks using meta-reinforcement learning. CoRR (2022)
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, Sebastien Ourselin, Andrew Feng
MONAI: An open-source framework for deep learning in healthcare. CoRR (2022)
João Ramalhinho, Bongjin Koo, Nina Montaña Brown, Shaheer U. Saeed, Ester Bonmati, Kurinchi Gurusamy, Stephen P. Pereira, Brian R. Davidson, Yipeng Hu, Matthew J. Clarkson
Deep hashing for global registration of untracked 2D laparoscopic ultrasound to CT. Int. J. Comput. Assist. Radiol. Surg. 17 (8) (2022)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation. CoRR (2022)
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
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation. CoRR (2022)
Pierre Raillard, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction. ASMUS@MICCAI (2022)
Yiwen Li, Yunguan Fu, Qianye Yang, Zhe Min, Wen Yan, Henkjan J. Huisman, Dean C. Barratt, Victor Adrian Prisacariu, Yipeng Hu
Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning. CoRR (2022)
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
Image quality assessment for machine learning tasks using meta-reinforcement learning. Medical Image Anal. 78 (2022)
Pierre Raillard, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction. CoRR (2022)
Zachary M. C. Baum, Tamas Ungi, Christopher Schlenger, Yipeng Hu, Dean C. Barratt
Learning Generalized Non-rigid Multimodal Biomedical Image Registration from Generic Point Set Data. ASMUS@MICCAI (2022)
Qianye Yang, Tom Vercauteren, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Vasilis Stavrinides, Caroline M. Moore, Matthew J. Clarkson, Dean C. Barratt, Yipeng Hu
Morphological Change Forecasting For Prostate Glands Using Feature-Based Registration And Kernel Density Extrapolation. ISBI (2021)
Yukun Zhou, Moucheng Xu, Yipeng Hu, Hongxiang Lin, Joseph Jacob, Pearse A. Keane, Daniel C. Alexander
Learning to Address Intra-segment Misclassification in Retinal Imaging. CoRR (2021)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Real-time multimodal image registration with partial intraoperative point-set data. CoRR (2021)
Ester Bonmati, Yipeng Hu, Alexander Grimwood, Gavin J. Johnson, George Goodchild, Margaret G. Keane, Kurinchi Gurusamy, Brian R. Davidson, Matthew J. Clarkson, Stephen P. Pereira, Dean C. Barratt
Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks. CoRR (2021)
Mark A. Pinnock, Yipeng Hu, Steve Bandula, Dean C. Barratt
Combined 3D super-resolution, de-noising and partial volume correction for percutaneous ablation. Medical Imaging: Image Processing (2021)
Yiwen Li, Gratianus Wesley Putra Data, Yunguan Fu, Yipeng Hu, Victor Adrian Prisacariu
Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes. CoRR (2021)
Qianye Yang, Tom Vercauteren, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Vasilis Stavrinides, Caroline M. Moore, Matthew J. Clarkson, Dean C. Barratt, Yipeng Hu
Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation. CoRR (2021)
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
Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels. CoRR (2021)
Mark A. Pinnock, Yipeng Hu, Steve Bandula, Dean C. Barratt
End-to-end forecasting of needle trajectory in percutaneous ablation. Medical Imaging: Image-Guided Procedures (2021)
Alexander Grimwood, João Ramalhinho, Zachary M. C. Baum, Nina Montaña Brown, Gavin J. Johnson, Yipeng Hu, Matthew J. Clarkson, Stephen P. Pereira, Dean C. Barratt, Ester Bonmati
Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network. ASMUS@MICCAI (2021)
Ashkan Pakzad, Wing Keung Cheung, Kin Quan, Nesrin Mogulkoc, Coline H. M. Van Moorsel, Brian J. Bartholmai, Hendrik W. Van Es, Alper Ezircan, Frouke Van Beek, Marcel Veltkamp, Ronald A. Karwoski, Tobias Peikert, Ryan D. Clay, Finbar Foley, Cassandra Braun, Recep Savas, Carole H. Sudre, Tom Doel, Daniel C. Alexander, Peter A. Wijeratne, David J. Hawkes, Yipeng Hu, John R. Hurst, Joseph Jacob
Evaluation of automated airway morphological quantification for assessing fibrosing lung disease. CoRR (2021)
Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu
Learning image quality assessment by reinforcing task amenable data selection. CoRR (2021)
Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt
Real-time multimodal image registration with partial intraoperative point-set data. Medical Image Anal. 74 (2021)
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
Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels. ASMUS@MICCAI (2021)
Harry Mason, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
Lung Ultrasound Segmentation and Adaptation Between COVID-19 and Community-Acquired Pneumonia. ASMUS@MICCAI (2021)
Yiwen Li, Gratianus Wesley Putra Data, Yunguan Fu, Yipeng Hu, Victor Adrian Prisacariu
Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes. BMVC (2021)
Zhe Min, Fernando J. Bianco, Qianye Yang, Rachael Rodell, Wen Yan, Dean C. Barratt, Yipeng Hu
Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR images. CoRR (2021)
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
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability. ASMUS@MICCAI (2021)
Zhe Min, Fernando J. Bianco, Qianye Yang, Rachael Rodell, Wen Yan, Dean C. Barratt, Yipeng Hu
Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR Images. MIUA (2021)
Yukun Zhou, Moucheng Xu, Yipeng Hu, Hongxiang Lin, Joseph Jacob, Pearse A. Keane, Daniel C. Alexander
Learning to Address Intra-segment Misclassification in Retinal Imaging. MICCAI (1) (2021)
Anna Jobin, Kingson Man, Antonio Damasio, Georgios Kaissis, Rickmer Braren, Julia Stoyanovich, Jay J. Van Bavel, Tessa V. West, Brent D. Mittelstadt, Jason Eshraghian, Marta R. Costa-jussà, Asaf Tzachor, Aimun A. B. Jamjoom, Mariarosaria Taddeo, Edoardo Sinibaldi, Yipeng Hu, Miguel A. Luengo-Oroz
AI reflections in 2020. Nat. Mach. Intell. 3 (1) (2021)
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
Adaptable image quality assessment using meta-reinforcement learning of task amenability. CoRR (2021)
Harry Mason, Lorenzo Cristoni, Andrew Walden, Roberto Lazzari, Thomas Pulimood, Louis Grandjean, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu, Zachary M. C. Baum
Lung Ultrasound Segmentation and Adaptation between COVID-19 and Community-Acquired Pneumonia. CoRR (2021)
Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu
Learning Image Quality Assessment by Reinforcing Task Amenable Data Selection. IPMI (2021)
Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoff J. M. Parker, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu
Image quality assessment for closed-loop computer-assisted lung ultrasound. Medical Imaging: Image-Guided Procedures (2021)
Nina Montaña Brown, João Ramalhinho, Moustafa Allam, Brian R. Davidson, Yipeng Hu, Matthew J. Clarkson
Vessel segmentation for automatic registration of untracked laparoscopic ultrasound to CT of the liver. Int. J. Comput. Assist. Radiol. Surg. 16 (7) (2021)
Qianye Yang, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Qingchao Chen, J. Alison Noble, Tom Vercauteren, Dean C. Barratt, Yipeng Hu
Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination. MICCAI (3) (2020)

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Yipeng Hu