| DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification H Zhang, Y Meng, Y Zhao, Y Qiao, X Yang, SE Coupland, Y Zheng CVPR 2022 (Oral), 2022 | 165 | 2022 |
| Spatial Uncertainty-Aware Semi-Supervised Crowd Counting Y Meng, H Zhang, Y Zhao, X Yang, X Qian, X Huang, Y Zheng IEEE International Conference on Computer Vision (ICCV2021), 2021 | 84 | 2021 |
| CNN-GCN aggregation enabled boundary regression for biomedical image segmentation Y Meng, M Wei, D Gao, Y Zhao, X Yang, X Huang, Y Zheng Medical Image Computing and Computer Assisted Intervention(MICCAI 2020), 352-362, 2020 | 56 | 2020 |
| Graph-based region and boundary aggregation for biomedical image segmentation Y Meng, H Zhang, Y Zhao, X Yang, Y Qiao, IJC MacCormick, X Huang, ... IEEE Transactions on Medical Imaging 41 (3), 690-701, 2021 | 50 | 2021 |
| Introducing the GEV activation function for highly unbalanced data to develop COVID-19 diagnostic models J Bridge, Y Meng, Y Zhao, Y Du, M Zhao, R Sun, Y Zheng IEEE journal of Biomedical and Health Informatics (IEEE-JBHI) 24 (10), 2776-2786, 2020 | 44 | 2020 |
| Artificial intelligence utilising corneal confocal microscopy for the diagnosis of peripheral neuropathy in diabetes mellitus and prediabetes FG Preston*, Y Meng*, J Burgess, M Ferdousi, S Azmi, IN Petropoulos, ... Diabetologia, 1-10, 2021 | 38 | 2021 |
| Transbridge: A lightweight transformer for left ventricle segmentation in echocardiography K Deng, Y Meng, D Gao, J Bridge, Y Shen, G Lip, Y Zhao, Y Zheng Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021 …, 2021 | 38 | 2021 |
| BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Y Meng, H Zhang, D Gao, Y Zhao, X Yang, X Qian, X Huang, Y Zheng BMVC2021 (Oral), 2021 | 29 | 2021 |
| Regression of instance boundary by aggregated CNN and GCN Y Meng, W Meng, D Gao, Y Zhao, X Yang, X Huang, Y Zheng European Conference on Computer Vision (ECCV2020), 190-207, 2020 | 28 | 2020 |
| Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration X Chen, Y Meng, Y Zhao, R Williams, SR Vallabhaneni, Y Zheng Medical Image Computing and Computer-Assisted Intervention (MICCAI2021), 24-34, 2021 | 18 | 2021 |
| Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning Y Meng, J Bridge, C Addison, M Wang, C Merritt, S Franks, M Mackey, ... Medical Image Analysis 84, 102722, 2023 | 16 | 2023 |
| Dual consistency enabled weakly and semi-supervised optic disc and cup segmentation with dual adaptive graph convolutional networks Y Meng, H Zhang, Y Zhao, D Gao, B Hamill, G Patri, T Peto, ... IEEE Transactions on Medical Imaging, 2022 | 12 | 2022 |
| Artificial intelligence and corneal confocal microscopy: the start of a beautiful relationship U Alam, M Anson, Y Meng, F Preston, V Kirthi, TL Jackson, P Nderitu, ... Journal of Clinical Medicine 11 (20), 6199, 2022 | 11 | 2022 |
| Artificial intelligence based analysis of corneal confocal microscopy images for diagnosing peripheral neuropathy: a binary classification model Y Meng, FG Preston, M Ferdousi, S Azmi, IN Petropoulos, S Kaye, ... Journal of Clinical Medicine 12 (4), 1284, 2023 | 8 | 2023 |
| Shape-aware weakly/semi-supervised optic disc and cup segmentation with regional/marginal consistency Y Meng, X Chen, H Zhang, Y Zhao, D Gao, B Hamill, G Patri, T Peto, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 8 | 2022 |
| 3d human pose and shape reconstruction from videos via confidence-aware temporal feature aggregation H Zhang, Y Meng, Y Zhao, X Qian, Y Qiao, X Yang, Y Zheng IEEE Transactions on Multimedia, 2022 | 8 | 2022 |
| Deep Learning Using Preoperative AS-OCT Predicts Graft Detachment in DMEK A Patefield, Y Meng, M Airaldi, G Coco, S Vaccaro, M Parekh, F Semeraro, ... Translational Vision Science & Technology 12 (5), 14-14, 2023 | 7 | 2023 |
| Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model H Zhang, L Burrows, Y Meng, D Sculthorpe, A Mukherjee, SE Coupland, ... CVPR2023, 2023 | 7 | 2023 |
| Counting with adaptive auxiliary learning Y Meng, J Bridge, M Wei, Y Zhao, Y Qiao, X Yang, X Huang, Y Zheng arXiv preprint arXiv:2203.04061, 2022 | 6 | 2022 |
| A regularization term for slide correlation reduction in whole slide image analysis with deep learning H Zhang, Y Meng, X Qian, X Yang, SE Coupland, Y Zheng Medical Imaging with Deep Learning (MIDL2020), 2021 | 5 | 2021 |
Yalin ZhengUniversity of LiverpoolPatvirtintas el. paštas liv.ac.uk
