DeepReg: a deep learning toolkit for medical image registration Y Fu, NM Brown, SU Saeed, A Casamitjana, Z Baum, R Delaunay, ... arXiv preprint arXiv:2011.02580, 2020 | 35 | 2020 |
Image quality assessment for machine learning tasks using meta-reinforcement learning SU Saeed, Y Fu, V Stavrinides, ZMC Baum, Q Yang, M Rusu, RE Fan, ... Medical Image Analysis 78, 102427, 2022 | 30 | 2022 |
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration Y Li, Y Fu, IJMB Gayo, Q Yang, Z Min, SU Saeed, W Yan, Y Wang, ... Medical Image Analysis 90, 102935, 2023 | 17 | 2023 |
Learning image quality assessment by reinforcing task amenable data selection SU Saeed, Y Fu, ZMC Baum, Q Yang, M Rusu, RE Fan, GA Sonn, ... International Conference on Information Processing in Medical Imaging, 755-766, 2021 | 15 | 2021 |
Prostate motion modelling using biomechanically-trained deep neural networks on unstructured nodes SU Saeed, ZA Taylor, MA Pinnock, M Emberton, DC Barratt, Y Hu Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 8 | 2020 |
Deep hashing for global registration of untracked 2D laparoscopic ultrasound to CT J Ramalhinho, B Koo, N Montaña-Brown, SU Saeed, E Bonmati, ... International Journal of Computer Assisted Radiology and Surgery 17 (8 …, 2022 | 7 | 2022 |
Adaptable image quality assessment using meta-reinforcement learning of task amenability SU Saeed, Y Fu, V Stavrinides, ZMC Baum, Q Yang, M Rusu, RE Fan, ... Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021 …, 2021 | 7 | 2021 |
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion SU Saeed, T Syer, W Yan, Q Yang, M Emberton, S Punwani, MJ Clarkson, ... Medical Imaging with Deep Learning, 814-828, 2024 | 6 | 2024 |
Importance of aligning training strategy with evaluation for diffusion models in 3d multiclass segmentation Y Fu, Y Li, SU Saeed, MJ Clarkson, Y Hu International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 6 | 2023 |
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation SU Saeed, W Yan, Y Fu, F Giganti, Q Yang, Z Baum, M Rusu, RE Fan, ... arXiv preprint arXiv:2202.09798, 2022 | 5 | 2022 |
Non-rigid Medical Image Registration using Physics-informed Neural Networks Z Min, ZMC Baum, SU Saeed, M Emberton, DC Barratt, ZA Taylor, Y Hu International Conference on Information Processing in Medical Imaging, 601-613, 2023 | 3 | 2023 |
Introduction to medical image registration with deepreg, between old and new N Montana Brown, Y Fu, SU Saeed, A Casamitjana, ZMC Baum, ... arXiv e-prints, arXiv: 2009.01924, 2020 | 3* | 2020 |
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images W Yi, V Stavrinides, ZMC Baum, Q Yang, DC Barratt, MJ Clarkson, Y Hu, ... International Workshop on Machine Learning in Medical Imaging, 277-288, 2023 | 2 | 2023 |
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Y Fu, Y Li, SU Saeed, MJ Clarkson, Y Hu arXiv preprint arXiv:2308.16355, 2023 | 2 | 2023 |
Strategising template-guided needle placement for MR-targeted prostate biopsy IJMB Gayo, SU Saeed, DC Barratt, MJ Clarkson, Y Hu MICCAI Workshop on Cancer Prevention through Early Detection, 149-158, 2022 | 1 | 2022 |
Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels LF Chalcroft, J Qu, SA Martin, IJMB Gayo, GV Minore, IRD Singh, ... Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021 …, 2021 | 1 | 2021 |
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity Z Min, Z Baum, SU Saeed, M Emberton, DC Barratt, ZA Taylor, Y Hu arXiv preprint arXiv:2407.03292, 2024 | | 2024 |
P-304 Quantitative analysis of uterine peristalsis using optical flow for motion quantification in women with moderate/severe adenomyosis undergoing frozen-thawed embryo … S Latif, SU Saeed, Y Hu, L De Braud, Y Atik, E Yasmin, E Saridogan, ... Human Reproduction 39 (Supplement_1), deae108. 671, 2024 | | 2024 |
Active learning using adaptable task-based prioritisation SU Saeed, J Ramalhinho, M Pinnock, Z Shen, Y Fu, N Montaña-Brown, ... Medical Image Analysis 95, 103181, 2024 | | 2024 |
Competing for pixels: a self-play algorithm for weakly-supervised segmentation SU Saeed, S Huang, J Ramalhinho, IJMB Gayo, N Montaña-Brown, ... arXiv preprint arXiv:2405.16628, 2024 | | 2024 |