Shoujin Huang

According to our database, Shoujin Huang authored at least 20 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Predicting diabetic macular edema treatment responses using OCT: Dataset and methods of APTOS competition.

Weiyi Zhang, Peranut Chotcomwongse, Yinwen Li, Pusheng Xu, Ruijie Yao, Lianhao Zhou, Yuxuan Zhou, Hui Feng, Qiping Zhou, Xinyue Wang, Shoujin Huang, Zihao Jin, Florence H. T. Chung, Shujun Wang, Yalin Zheng, Mingguang He, Danli Shi, Paisan Ruamviboonsuk

Medical Image Anal., 2026

Robust simultaneous multislice MRI reconstruction using slice-wise learned generative diffusion priors.

Shoujin Huang, Guanxiong Luo, Yunlin Zhao, Yilong Liu, Yuwan Wang, Kexin Yang, Jingzhe Liu, Hua Guo, Min Wang, Lingyan Zhang, Mengye Lyu

Medical Image Anal., 2026

2025

Virtual Node-Based Risk Assessment for Hidden and Cascading Failures in Production Lines.

Shoujin Huang, Silvio Simani, Ningyun Lu, Bin Jiang

IEEE Trans. Reliab., December, 2025

An Unsupervised Learning Approach for Reconstructing 3T-Like Images From 0.3T MRI Without Paired Training Data.

Huaishui Yang, Shaojun Liu, Yilong Liu, Lingyan Zhang, Shoujin Huang, Jiayu Zheng, Jingzhe Liu, Hua Guo, Ed X. Wu, Mengye Lyu

IEEE Trans. Medical Imaging, December, 2025

Self-diffusion for Solving Inverse Problems.

Guanxiong Luo, Shoujin Huang, Yanlong Yang

CoRR, October, 2025

Fault Propagation Analysis for Manufacturing Process Monitoring via a Temporal Causal Modeling Algorithm.

Shoujin Huang, Ningyun Lu, Bin Jiang, Silvio Simani, Wei Du, Binda Huang, Jie Cao

IEEE Trans. Instrum. Meas., 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

2024

Dynamic weight-based accelerated test modeling for fault degradation and lifetime analysis.

Ningyun Lu, Shoujin Huang, Yang Li, Bin Jiang, Okyay Kaynak, Enrico Zio

Reliab. Eng. Syst. Saf., 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

Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI.

Guanxiong Luo, Shoujin Huang, Martin Uecker

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Probabilistic stability of power control systems with Nakagami-m fading channels.

Shoujin Huang, Jun Shen

Int. J. Syst. Sci., June, 2023

Interval state estimation for positive linear systems under DoS attacks.

Shoujin Huang, Jun Shen

J. Frankl. Inst., 2023

Unleashing the Strengths of Unlabeled Data in Pan-cancer Abdominal Organ Quantification: the FLARE22 Challenge.

Jun Ma, Yao Zhang, Song Gu, Cheng Ge, Shihao Ma, Adamo Young, Cheng Zhu, Kangkang Meng, Xin Yang, Ziyan Huang, Fan Zhang, Wentao Liu, YuanKe Pan, Shoujin Huang, Jiacheng Wang, Mingze Sun, Weixin Xu, Dengqiang Jia, Jae Won Choi, Natália Alves, Bram de Wilde, Gregor Köhler, Yajun Wu, Manuel Wiesenfarth, Qiongjie Zhu, Guoqiang Dong, Jian He, FLARE Challenge Consortium, Bo Wang

CoRR, 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

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 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

Proceedings of the Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT, 2023

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Predicting Microsatellite Instability from Pathological Images Using Self-Supervised Learning Methods.

Ruyun Ruan, Shoujin Huang, Liyilei Su, Rashid Khan, Bingding Huang

Proceedings of the 2023 International Conference on Advances in Artificial Intelligence and Applications, 2023

2022

Review and classification of AI-enabled COVID-19 CT imaging models based on computer vision tasks.

Haseeb Hassan, Zhaoyu Ren, Huishi Zhao, Shoujin Huang, Dan Li, Shaohua Xiang, Yan Kang, Sifan Chen, Bingding Huang

Comput. Biol. Medicine, 2022

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

Proceedings of the Fast and Low-Resource Semi-supervised Abdominal Organ Segmentation, 2022