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 | 204 | 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 | 91 | 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 | 57 | 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 | 56 | 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 | 46 | 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 | 42 | 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 | 42 | 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 | 32 | 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 | 31 | 2020 |
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 | 21 | 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 | 21 | 2022 |
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 |
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 | 12 | 2022 |
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 | 11 | 2022 |
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 | 10 | 2023 |
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 | 10 | 2023 |
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 | 8 | 2023 |
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 25, 3868-3880, 2022 | 8 | 2022 |
Mengnan Du, Yongfeng Zhang, and Yanda Meng. 2024. Health-LLM: Personalized Retrieval-Augmented Disease Prediction Model M Jin, Q Yu arXiv preprint arXiv:2402.00746, 2024 | 7 | 2024 |
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 |