Fast dictionary generation and searching for magnetic resonance fingerprinting. - Jun Xie; Mengye Lyu; Jian Zhang; Edward S. Hui; Ed X. Wu; Ze Wang 003 (EMBC, 2017)

Super Slice Interpolation For Generating Thin-Slice Images From Multichannel Multislice MRI Data. - Yanqiu Feng; Mengye Lyu; Yilong Liu; Victor B. Xie; Ka-Fung Henry Mak; Hua Guo; Ed X. Wu (EMBC, 2018)

Magnetic Resonance Fingerprinting Using a Fast Dictionary Searching Algorithm: MRF-ZOOM. - Ze Wang 003; Jian Zhang; Di Cui; Jun Xie; Mengye Lyu; Edward S. Hui; Ed X. Wu (IEEE Trans. Biomed. Eng., 2019)

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 (FLARE@MICCAI, 2022)

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 (MICCAI (10), 2023)

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 (FLARE@MICCAI, 2023)

Space-Time Deformable Attention Parallel Imaging Reconstruction for Highly Accelerated Cardiac MRI. - Lifeng Mei; Kexin Yang; Yi Li; Shoujin Huang; Yilong Liu; Mengye Lyu (STACOM@MICCAI, 2023)

Endoscopic colorectal polyp detection based on improved YOLOv8. - Jincai Huang 002; Jianyuan Zeng; Jinfeng Peng; Mengye Lyu; Shaojun Liu (EMBC, 2024)

WaveU3S: A Lightweight Wavelet Dual-Attention Unet for 3D Medical Image Segmentation. - Tianzhao Zhong; Huaishui Yang; Jihao Li; Mengye Lyu; Shaojun Liu (ISBI, 2024)

Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI. - Shoujin Huang; Guanxiong Luo; Xi Wang 013; Ziran Chen; Yuwan Wang; Huaishui Yang; Pheng-Ann Heng; Lingyan Zhang; Mengye Lyu (MICCAI (7), 2024)

Head and Neck Tumor Segmentation for MRI-Guided Radiation Therapy Using Pre-trained STU-Net Models. - Zihao Wang; Mengye Lyu (HNTS-MRG@MICCAI, 2024)

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 (LISA@MICCAI, 2024)

Robust Simultaneous Multislice MRI Reconstruction Using Deep Generative Priors. - Shoujin Huang; Guanxiong Luo; Yuwan Wang; Kexin Yang; Lingyan Zhang; Jingzhe Liu; Hua Guo; Min Wang; Mengye Lyu (CoRR, 2024)

LDPM: Towards undersampled MRI reconstruction with MR-VAE and Latent Diffusion Prior. - Xingjian Tang; Jingwei Guan; Linge Li; Youmei Zhang; Mengye Lyu; Li Yan (CoRR, 2024)

SAStainDiff: Self-supervised stain normalization by stain augmentation using denoising diffusion probabilistic models. - Huaishui Yang; Mengye Lyu; Shiyue Yan; Tianzhao Zhong; Jihao Li; Tong Xu; Huhan Xie; Shaojun Liu (Biomed. Signal Process. Control., 2025)

Tailored self-supervised pretraining improves brain MRI diagnostic models. - Xinhao Huang; Zihao Wang; Weichen Zhou; Kexin Yang; Kaihua Wen; Haiguang Liu; Shoujin Huang; Mengye Lyu (Comput. Medical Imaging Graph., 2025)

MRI Image Generation Based on Text Prompts. - Xinxian Fan; Mengye Lyu (CoRR, 2025)