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2020 – today
- 2026
[j8]Yunlin Zhao, Mengqi Wang, Mengye Lyu
, Ed X. Wu, Yilong Liu:
Improved simultaneous multislice EPI reconstruction for functional MRI with slice-specific 2D Nyquist ghost correction. Biomed. Signal Process. Control. 112: 108701 (2026)- [j7]Huhan Xie, Tong Xu, Huaishui Yang, Mengye Lyu, Chunyan Chen, Chengyu Tong, Shaojun Liu:
HIPPA-DGCN: Survival analysis on whole slide images via hyper-image patches and position-aware dense graph convolutional networks. Comput. Methods Programs Biomed. 282: 109407 (2026) - [j6]Shoujin Huang, Guanxiong Luo, Yunlin Zhao, Yilong Liu, Yuwan Wang, Kexin Yang, Jingzhe Liu, Hua Guo, Min Wang, Lingyan Zhang, Mengye Lyu:
Robust simultaneous multislice MRI reconstruction using slice-wise learned generative diffusion priors. Medical Image Anal. 108: 103851 (2026) - [j5]Mengqi Wang, Yunlin Zhao, Mengye Lyu, Ed X. Wu, Yilong Liu:
Improved Simultaneous Multislice EPI Reconstruction for Diffusion MRI using regularized iterative phase error-corrected SENSE. NeuroImage 327: 121684 (2026) - [i7]Asbjørn Munk, Stefano Cerri, Vardan Nersesjan, Christian Hedeager Krag, Jakob Ambsdorf, Pablo Rocamora-García, Julia Machnio, Peirong Liu, Suhyun Ahn, Nasrin Akbari, Yasmina Al Khalil, Kimberly Amador, Sina Amirrajab, Tal Arbel, Meritxell Bach Cuadra, Ujjwal Baid, Bhakti Baheti, Jaume Banus, Kamil Barbierik, Christoph Brune, Yansong Bu, Baptiste Callard, Yuhan Chen, Cornelius Crijnen, Corentin Dancette, Peter Drotár, Prasad Dutande, Nils D. Forkert, Saurabh Garg, Jakub Gazda, Matej Gazda, Benoît Gérin, Partha Ghosh, Weikang Gong, Pedro M. Gordaliza, Sam Hashemi, Tobias Heimann, Fucang Jia, Jiexin Jiang, Emily Kaczmarek, Chris Kang, Seung Kwan Kang, Mohammad Khazaei, Julien Khlaut, Petros Koutsouvelis, Jae Sung Lee, Yuchong Li, Mengye Lyu, Mingchen Ma, Anant Madabhushi, Klaus H. Maier-Hein, Pierre Manceron, Andrés Martínez Mora, Moona Mazher, Felix Meister, Nataliia Molchanova, Steven A. Niederer, Leonard Nürnberg, Jinah Park, Abdul Qayyum, Jonas Richiardi, Antoine Saporta, Branislav Setlák, Ning Shen, Justin Szeto, Constantin Ulrich, Puru Vaish, Vibujithan Vigneshwaran, Leroy Volmer, Zihao Wang, Siqi Wei, Anthony J. Winder, Jelmer M. Wolterink, Maxence Wynen, Chang Yang, Si Young Yie, Mostafa Mehdipour-Ghazi, Akshay Pai, Espen Jimenez-Solem, Sebastian Nørgaard Llambias, Mikael Boesen, Michael Eriksen Benros, Juan Eugenio Iglesias, Mads Nielsen:
Towards Brain MRI Foundation Models for the Clinic: Findings from the FOMO25 Challenge. CoRR abs/2604.11679 (2026) - [i6]Numan Saeed, Salma Hassan, Shahad Hardan, Lishan Cai, Xinglong Liang, Moona Mazher, Abdul Qayyum, Yansong Bu, Mengye Lyu, Yue Lin, Mingyuan Meng, Chuanyi Huang, Lisheng Wang, Dalal Chamseddine, Shamimeh Ahrari, Beining Wu, Yifei Chen, Fuyou Mao, Hao Zhang, Baixiang Zhao, Surajit Ray, Muzi Guo, Lei Xiang, Jakob Dexl, Michael Ingrisch, Adrien Depeursinge, Arman Rahmim, Mathieu Hatt, Vincent Andrearczyk, Mohammad Yaqub:
HEad and neCK TumOR (HECKTOR) 2025: Benchmark of Segmentation, Diagnosis, and Prognosis in Multimodal PET/CT. CoRR abs/2606.20143 (2026) - 2025
- [j4]Huaishui Yang, Mengye Lyu, Shiyue Yan, Tianzhao Zhong, Jihao Li, Tong Xu, Huhan Xie, Shaojun Liu:
SAStainDiff: Self-supervised stain normalization by stain augmentation using denoising diffusion probabilistic models. Biomed. Signal Process. Control. 107: 107861 (2025) - [j3]Xinhao Huang, Zihao Wang, Weichen Zhou, Kexin Yang, Kaihua Wen, Haiguang Liu, Shoujin Huang, Mengye Lyu:
Tailored self-supervised pretraining improves brain MRI diagnostic models. Comput. Medical Imaging Graph. 123: 102560 (2025) - [j2]Huaishui Yang, Shaojun Liu, Yilong Liu, Lingyan Zhang, Shoujin Huang, Jiayu Zheng, Jingzhe Liu, Hua Guo, Ed X. Wu, Mengye Lyu:
An Unsupervised Learning Approach for Reconstructing 3T-Like Images From 0.3T MRI Without Paired Training Data. IEEE Trans. Medical Imaging 44(12): 5358-5371 (2025) - [i5]Xinxian Fan, Mengye Lyu:
MRI Image Generation Based on Text Prompts. CoRR abs/2505.22682 (2025) - [i4]Jie Xiao, Mengye Lyu, Shaojun Liu:
A Two-Stage Strategy for Mitosis Detection Using Improved YOLO11x Proposals and ConvNeXt Classification. CoRR abs/2509.02627 (2025) - 2024
- [c11]Jincai Huang, Jianyuan Zeng, Jinfeng Peng, Mengye Lyu, Shaojun Liu:
Endoscopic colorectal polyp detection based on improved YOLOv8. EMBC 2024: 1-4 - [c10]Tianzhao Zhong, Huaishui Yang, Jihao Li, Mengye Lyu, Shaojun Liu:
WaveU3S: A Lightweight Wavelet Dual-Attention Unet for 3D Medical Image Segmentation. ISBI 2024: 1-5 - [c9]Weichen Zhou, Jingyu Li, Xi Wang, Yuwan Wang, Mengye Lyu:
Infant Hippocampal Segmentation in Ultra-Low-Field MRI Using External Datasets with Diverse Field Strengths. LISA@MICCAI 2024: 28-37 - [c8]Zihao Wang, Mengye Lyu:
Head and Neck Tumor Segmentation for MRI-Guided Radiation Therapy Using Pre-trained STU-Net Models. HNTS-MRG@MICCAI 2024: 65-74 - [c7]Shoujin Huang, Guanxiong Luo, Xi Wang, Ziran Chen, Yuwan Wang, Huaishui Yang, Pheng-Ann Heng, Lingyan Zhang, Mengye Lyu:
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI. MICCAI (7) 2024: 498-508 - [i3]Shoujin Huang, Guanxiong Luo, Xi Wang, Ziran Chen, Yuwan Wang, Huaishui Yang, Pheng-Ann Heng, Lingyan Zhang, Mengye Lyu:
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI. CoRR abs/2403.05245 (2024) - [i2]Shoujin Huang, Guanxiong Luo, Yuwan Wang, Kexin Yang, Lingyan Zhang, Jingzhe Liu, Hua Guo, Min Wang, Mengye Lyu:
Robust Simultaneous Multislice MRI Reconstruction Using Deep Generative Priors. CoRR abs/2407.21600 (2024) - [i1]Xingjian Tang, Jingwei Guan, Linge Li, Youmei Zhang, Mengye Lyu, Li Yan:
LDPM: Towards undersampled MRI reconstruction with MR-VAE and Latent Diffusion Prior. CoRR abs/2411.02951 (2024) - 2023
- [c6]Shoujin Huang, Huaishui Yang, Lifeng Mei, Tan Zhang, Shaojun Liu, Mengye Lyu:
From Whole-Body to Abdomen: Streamlined Segmentation of Organs and Tumors via Semi-Supervised Learning and Efficient Coarse-to-Fine Inference. FLARE@MICCAI 2023: 283-292 - [c5]Shoujin Huang, Jingyu Li, Lifeng Mei, Tan Zhang, Ziran Chen, Yu Dong, Linzheng Dong, Shaojun Liu, Mengye Lyu:
Accurate Multi-contrast MRI Super-Resolution via a Dual Cross-Attention Transformer Network. MICCAI (10) 2023: 313-322 - [c4]Lifeng Mei, Kexin Yang, Yi Li, Shoujin Huang, Yilong Liu, Mengye Lyu:
Space-Time Deformable Attention Parallel Imaging Reconstruction for Highly Accelerated Cardiac MRI. STACOM@MICCAI 2023: 400-409 - 2022
- [c3]Shoujin Huang, Lifeng Mei, Jingyu Li, Ziran Chen, Yue Zhang, Tan Zhang, Xin Nie, Kairen Deng, Mengye Lyu:
Abdominal CT Organ Segmentation by Accelerated nnUNet with a Coarse to Fine Strategy. FLARE@MICCAI 2022: 23-34
2010 – 2019
- 2019
- [j1]Ze Wang, Jian Zhang, Di Cui, Jun Xie, Mengye Lyu, Edward S. Hui, Ed X. Wu:
Magnetic Resonance Fingerprinting Using a Fast Dictionary Searching Algorithm: MRF-ZOOM. IEEE Trans. Biomed. Eng. 66(6): 1526-1535 (2019) - 2018
- [c2]Yanqiu Feng, Mengye Lyu, Yilong Liu, Victor B. Xie, Ka-Fung Henry Mak, Hua Guo, Ed X. Wu:
Super Slice Interpolation For Generating Thin-Slice Images From Multichannel Multislice MRI Data. EMBC 2018: 1351-1355 - 2017
- [c1]Jun Xie, Mengye Lyu, Jian Zhang, Edward S. Hui, Ed X. Wu, Ze Wang:
Fast dictionary generation and searching for magnetic resonance fingerprinting. EMBC 2017: 3256-3259
Coauthor Index
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