1 code implementation • 31 May 2025 • Yunguan Fu, Weixi Yi, Charlotte Manisty, Anish N Bhuva, Thomas A Treibel, James C Moon, Matthew J Clarkson, Rhodri Huw Davies, Yipeng Hu
CineMA is the first foundation model for cine CMR to match or outperform convolutional neural networks (CNNs).
1 code implementation • 11 Nov 2024 • Weixi Yi, Yipei Wang, Natasha Thorley, Alexander Ng, Shonit Punwani, Veeru Kasivisvanathan, Dean C. Barratt, Shaheer Ullah Saeed, Yipeng Hu
Current imaging-based prostate cancer diagnosis requires both MR T2-weighted (T2w) and diffusion-weighted imaging (DWI) sequences, with additional sequences for potentially greater accuracy improvement.
no code implementations • 22 Aug 2023 • Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu, Shaheer U. Saeed
We propose Boundary-RL, a novel weakly supervised segmentation method that utilises only patch-level labels for training.