| A foundation model for generalizable disease detection from retinal images Y Zhou, MA Chia, SK Wagner, MS Ayhan, DJ Williamson, RR Struyven, ... Nature 622 (7981), 156-163, 2023 | 73 | 2023 |
| A refined equilibrium generative adversarial network for retinal vessel segmentation Y Zhou, Z Chen, H Shen, X Zheng, R Zhao, X Duan Neurocomputing 437, 118-130, 2021 | 47 | 2021 |
| AutoMorph: automated retinal vascular morphology quantification via a deep learning pipeline Y Zhou, SK Wagner, MA Chia, A Zhao, M Xu, R Struyven, DC Alexander, ... Translational vision science & technology 11 (7), 12-12, 2022 | 27 | 2022 |
| Retinal optical coherence tomography features associated with incident and prevalent Parkinson disease SK Wagner, D Romero-Bascones, M Cortina-Borja, DJ Williamson, ... Neurology 101 (16), e1581-e1593, 2023 | 16 | 2023 |
| Improving knowledge distillation via category structure Z Chen, X Zheng, H Shen, Z Zeng, Y Zhou, R Zhao Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 15 | 2020 |
| Spinning projectile’s angular measurement using crest and trough data of a geomagnetic sensor Y Zhou, X Zhang, W Xiao Measurement Science and Technology 29 (9), 095007, 2018 | 15 | 2018 |
| Calibration and compensation method of three-axis geomagnetic sensor based on pre-processing total least square iteration Y Zhou, X Zhang, W Xiao Journal of Instrumentation 13 (04), T04006, 2018 | 12 | 2018 |
| Learning morphological feature perturbations for calibrated semi-supervised segmentation MC Xu, YK Zhou, C Jin, SB Blumberg, FJ Wilson, M deGroot, ... International Conference on Medical Imaging with Deep Learning, 1413-1429, 2022 | 11 | 2022 |
| Association between retinal features from multimodal imaging and schizophrenia SK Wagner, M Cortina-Borja, SM Silverstein, Y Zhou, ... JAMA psychiatry 80 (5), 478-487, 2023 | 10 | 2023 |
| Bayesian pseudo labels: expectation maximization for robust and efficient semi-supervised segmentation MC Xu, Y Zhou, C Jin, M de Groot, DC Alexander, NP Oxtoby, Y Hu, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 9 | 2022 |
| Geomagnetic sensor noise reduction for improving calibration compensation accuracy based on improved HHT algorithm Y Zhou, G Huang, X Zhang IEEE Sensors Journal 19 (24), 12096-12104, 2019 | 9 | 2019 |
| Learning to Address Intra-segment Misclassification in Retinal Imaging Y Zhou, M Xu, Y Hu, H Lin, J Jacob, P Keane, D Alexander International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 8 | 2021 |
| Dual-attention focused module for weakly supervised object localization Y Zhou, Z Chen, H Shen, Q Liu, R Zhao, Y Liang arXiv preprint arXiv:1909.04813, 2019 | 6 | 2019 |
| Progressive subsampling for oversampled data-application to quantitative MRI SB Blumberg, H Lin, F Grussu, Y Zhou, M Figini, DC Alexander International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 5 | 2022 |
| Prognostic imaging biomarker discovery in survival analysis for idiopathic pulmonary fibrosis A Zhao, AH Shahin, Y Zhou, E Gudmundsson, A Szmul, N Mogulkoc, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 4 | 2022 |
| Generalised super resolution for quantitative MRI using self-supervised mixture of experts H Lin, Y Zhou, PJ Slator, DC Alexander Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 4 | 2021 |
| Expectation maximization pseudo labelling for segmentation with limited annotations MC Xu, Y Zhou, C Jin, M de Groot, DC Alexander, NP Oxtoby, Y Hu, ... arXiv preprint arXiv:2305.01747, 2023 | 2 | 2023 |
| Deep-learning fusion of OCT imaging and traditional risk factors to improve dementia detection in AlzEye RRR Struyven, D Williamson, S Wagner, D Romero-Bascones, Y Zhou, ... Investigative Ophthalmology & Visual Science 64 (8), 1282-1282, 2023 | 1 | 2023 |
| Retinal biomarkers for systemic diseases: An oculome-wide association study in 164,784 individuals T Liu, S Wagner, R Struyven, Y Zhou, D Williamson, D Romero-Bascones, ... Investigative Ophthalmology & Visual Science 64 (8), 459-459, 2023 | 1 | 2023 |
| MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels MC Xu, Y Zhou, C Jin, M De Groot, DC Alexander, NP Oxtoby, J Jacob IEEE transactions on medical imaging, 2023 | 1 | 2023 |
Daniel C. AlexanderProfessor of Imaging Science, Centre for Medical Image Computing, Department of Computer ScienceDirección de correo verificada de cs.ucl.ac.uk
