Zengqiang Yan
Huazhong University of Science and Technology(CN)
Publications by Year
Research Areas
Advanced Neural Network Applications, AI in cancer detection, Radiomics and Machine Learning in Medical Imaging, Privacy-Preserving Technologies in Data, Brain Tumor Detection and Classification
Most-Cited Works
- → Joint Segment-Level and Pixel-Wise Losses for Deep Learning Based Retinal Vessel Segmentation(2018)434 cited
- → A Three-Stage Deep Learning Model for Accurate Retinal Vessel Segmentation(2018)342 cited
- → Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data(2020)129 cited
- → FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation(2022)100 cited
- → UCTNet: Uncertainty-guided CNN-Transformer hybrid networks for medical image segmentation(2024)84 cited
- → A Skeletal Similarity Metric for Quality Evaluation of Retinal Vessel Segmentation(2017)67 cited
- → The Lighter the Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning(2023)65 cited
- → BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation(2023)61 cited
- → Enabling a Single Deep Learning Model for Accurate Gland Instance Segmentation: A Shape-Aware Adversarial Learning Framework(2020)51 cited
- → ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation(2023)51 cited