| 2025 | MICCAI | nnU-Net v2 for Head-and-Neck PET/CT Primary Tumor and Lymph Node Segmentation: A Simple, Strong Baseline. | Yansong Bu, Zihao Wang, Yuwan Wang, Jiexin Jiang, Yuhan Chen, Mengye Lyu |
| 2025 | MICCAI | A Two-Stage Strategy for Mitosis Detection Using Improved YOLO11x Proposals and ConvNeXt Classification. | Jie Xiao, Shaojun Liu, Mengye Lyu |
| 2024 | MICCAI | Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI. | Shoujin Huang, Guanxiong Luo, Xi Wang, Ziran Chen, Yuwan Wang, Huaishui Yang, Pheng-Ann Heng, Lingyan Zhang, Mengye Lyu |
| 2024 | MICCAI | Head and Neck Tumor Segmentation for MRI-Guided Radiation Therapy Using Pre-trained STU-Net Models. | Zihao Wang, Mengye Lyu |
| 2024 | MICCAI | Infant Hippocampal Segmentation in Ultra-Low-Field MRI Using External Datasets with Diverse Field Strengths. | Weichen Zhou, Jingyu Li, Xi Wang, Yuwan Wang, Mengye Lyu |
| 2023 | MICCAI | Accurate Multi-contrast MRI Super-Resolution via a Dual Cross-Attention Transformer Network. | Shoujin Huang, Jingyu Li, Lifeng Mei, Tan Zhang, Ziran Chen, Yu Dong, Linzheng Dong, Shaojun Liu, Mengye Lyu |
| 2023 | MICCAI | From Whole-Body to Abdomen: Streamlined Segmentation of Organs and Tumors via Semi-Supervised Learning and Efficient Coarse-to-Fine Inference. | Shoujin Huang, Huaishui Yang, Lifeng Mei, Tan Zhang, Shaojun Liu, Mengye Lyu |
| 2022 | MICCAI | Abdominal CT Organ Segmentation by Accelerated nnUNet with a Coarse to Fine Strategy. | Shoujin Huang, Lifeng Mei, Jingyu Li, Ziran Chen, Yue Zhang, Tan Zhang, Xin Nie, Kairen Deng, Mengye Lyu |