| Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 1924 | 2018 |
| Automatic individual pig detection and tracking in pig farms L Zhang, H Gray, X Ye, L Collins, N Allinson Sensors 19 (5), 1188, 2019 | 148 | 2019 |
| Retinal vessel segmentation using multi-scale textons derived from keypoints L Zhang, M Fisher, W Wang Computerized Medical Imaging and Graphics 45, 47-56, 2015 | 79 | 2015 |
| MRI brain tumor segmentation and patient survival prediction using random forests and fully convolutional networks M Soltaninejad, L Zhang, T Lambrou, G Yang, N Allinson, X Ye International MICCAI brainlesion workshop, 204-215, 2018 | 77 | 2018 |
| Automatic skin lesion segmentation by coupling deep fully convolutional networks and shallow network with textons L Zhang, G Yang, X Ye Journal of Medical Imaging 6 (2), 024001-024001, 2019 | 56 | 2019 |
| A transformer-based framework for automatic COVID19 diagnosis in chest CTs L Zhang, Y Wen Proceedings of the IEEE/CVF international conference on computer vision, 513-518, 2021 | 52 | 2021 |
| Automated polyp segmentation in colonoscopy frames using fully convolutional neural network and textons L Zhang, S Dolwani, X Ye Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017 …, 2017 | 52 | 2017 |
| Automatic image quality assessment and measurement of fetal head in two-dimensional ultrasound image L Zhang, NJ Dudley, T Lambrou, N Allinson, X Ye Journal of Medical Imaging 4 (2), 024001-024001, 2017 | 39 | 2017 |
| DR-Unet104 for Multimodal MRI brain tumor segmentation J Colman, L Zhang, W Duan, X Ye Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021 | 34 | 2021 |
| A supervised texton based approach for automatic segmentation and measurement of the fetal head and femur in 2D ultrasound images L Zhang, X Ye, T Lambrou, W Duan, N Allinson, NJ Dudley Physics in Medicine & Biology 61 (3), 1095, 2016 | 34 | 2016 |
| Multimodal MRI brain tumor segmentation using random forests with features learned from fully convolutional neural network M Soltaninejad, L Zhang, T Lambrou, N Allinson, X Ye arXiv preprint arXiv:1704.08134, 2017 | 30 | 2017 |
| MRI brain tumor segmentation using random forests and fully convolutional networks M Soltaninejad, L Zhang, T Lambrou, G Yang, N Allinson, X Ye arXiv preprint arXiv:1909.06337, 2019 | 13 | 2019 |
| Retinal vessel segmentation using Gabor filter and textons L Zhang, M Fisher, W Wang Medical Image Understanding and Analysis (MIUA 2014), 155-160, 2014 | 13 | 2014 |
| Rethinking the transfer learning for FCN based polyp segmentation in colonoscopy Y Wen, L Zhang, X Meng, X Ye IEEE Access 11, 16183-16193, 2023 | 11 | 2023 |
| Novel Clinical Applications of Marker-less Motion Capture as a Low-cost Human Motion Analysis Method in the Detection and Treatment of Knee Osteoarthritis PL Kai Armstrong, Yan Wen, Lei Zhang, Xujiong Ye Journal of Arthritis 11 (1), 001-005, 2021 | 7* | 2021 |
| Multi-modal brain segmentation using hyper-fused convolutional neural network W Duan, L Zhang, J Colman, G Gulli, X Ye Machine Learning in Clinical Neuroimaging: 4th International Workshop, MLCN …, 2021 | 6 | 2021 |
| PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation J Zhong, W Tian, Y Xie, Z Liu, J Ou, T Tian, L Zhang arXiv preprint arXiv:2401.07579, 2024 | 5 | 2024 |
| Comparative performance of texton based vascular tree segmentation in retinal images L Zhang, M Fisher, W Wang 2014 IEEE International Conference on Image Processing (ICIP), 952-956, 2014 | 4 | 2014 |
| Locating blood vessels in retinal images using unified Textons L Zhang, M Fisher, W Wang 17th Annual Conference in Medical Image Understanding and Analysis (MIUA), 2013 | 1 | 2013 |
| A marker-less human motion analysis system for motion-based biomarker identification and quantification in knee disorders K Armstrong, L Zhang, Y Wen, AP Willmott, P Lee, X Ye Frontiers in Digital Health 6, 1324511, 2024 | | 2024 |
