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2020 – today
- 2026
[i8]Shiqi Huang, Yipei Wang, Natasha Thorley, Alexander Ng, Shaheer U. Saeed, Mark Emberton, Shonit Punwani, Veeru Kasivisvanathan, Dean C. Barratt, Daniel C. Alexander, Yipeng Hu:
Understanding the Transfer Limits of Vision Foundation Models. CoRR abs/2601.15888 (2026)- [i7]Junqing Yang, Natasha Thorley, Ahmed Nadeem Abbasi, Shonit Punwani, Zion Tse, Yipeng Hu, Shaheer U. Saeed:
Promptable segmentation with region exploration enables minimal-effort expert-level prostate cancer delineation. CoRR abs/2602.17813 (2026) - [i6]Yipei Wang, Yinsong Xu, Weixi Yi, Shaheer Ullah Saeed, Natasha Thorley, Alexander Ng, Yukun Zhou, Wen Yan, Dean C. Barratt, Shonit Punwani, Veeru Kasivisvanathan, Mark Emberton, Daniel C. Alexander, Yipeng Hu:
ProFound: A moderate-sized vision foundation model for multi-task prostate imaging. CoRR abs/2603.03961 (2026) - [i5]Wen Yan, Yipei Wang, Shiqi Huang, Natasha Thorley, Mark Emberton, Vasilis Stavrinides, Yipeng Hu, Dean C. Barratt:
Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation. CoRR abs/2603.14418 (2026) - 2025
- [c3]Weixi Yi, Yipei Wang
, Natasha Thorley, Alexander Ng, Shonit Punwani, Veeru Kasivisvanathan, Dean C. Barratt, Shaheer U. Saeed, Yipeng Hu:
T2-Only Prostate Cancer Prediction by Meta-Learning from BI-Parametric MR Imaging. ISBI 2025: 1-5 - [c2]Yucheng Tang, Pawel Rajwa, Alexander Ng, Yipei Wang, Wen Yan, Natasha Thorley, Aqua Asif, Clare Allen, Louise Dickinson, Francesco Giganti, Shonit Punwani, Daniel C. Alexander, Veeru Kasivisvanathan, Yipeng Hu:
Impact of Clinical Image Quality on Efficient Foundation Model Finetuning. EMA4MICCAI 2025: 194-204 - [d1]Yipei Wang, Iani J. M. B. Gayo, Natasha Thorley, Alexander Ng, Wen Yan, Dean C. Barratt, Vasilis Stavrinides, Mark Emberton, Veeru Kasivisvanathan, Shonit Punwani, Yipeng Hu:
A derived PROMIS data set. Zenodo, 2025
- [i4]Yucheng Tang, Pawel Rajwa, Alexander Ng, Yipei Wang, Wen Yan, Natasha Thorley, Aqua Asif, Clare Allen, Louise Dickinson, Francesco Giganti, Shonit Punwani, Daniel C. Alexander, Veeru Kasivisvanathan, Yipeng Hu:
Impact of Clinical Image Quality on Efficient Foundation Model Finetuning. CoRR abs/2508.11864 (2025) - 2024
- [c1]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. MICCAI (5) 2024: 564-574 - [i3]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 abs/2407.05796 (2024) - [i2]Xiangcen Wu, Yipei Wang, Qianye Yang, Natasha Thorley, Shonit Punwani, Veeru Kasivisvanathan, Ester Bonmati, Yipeng Hu:
AI-assisted prostate cancer detection and localisation on biparametric MR by classifying radiologist-positives. CoRR abs/2410.23084 (2024) - [i1]Weixi Yi, Yipei Wang, Natasha Thorley, Alexander Ng, Shonit Punwani, Veeru Kasivisvanathan, Dean C. Barratt, Shaheer Ullah Saeed, Yipeng Hu:
T2-Only Prostate Cancer Prediction by Meta-Learning from Bi-Parametric MR Imaging. CoRR abs/2411.07416 (2024)
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