Shoujin Huang

23 papers A* 1Journal 16Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Predicting diabetic macular edema treatment responses using OCT: Dataset and methods of APTOS competition.
Medical Image Anal.
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
2026 J jnl
Robust simultaneous multislice MRI reconstruction using slice-wise learned generative diffusion priors.
Medical Image Anal.
Shoujin Huang, Guanxiong Luo, Yunlin Zhao, Yilong Liu, Yuwan Wang, Kexin Yang, Jingzhe Liu, Hua Guo, Min Wang, Lingyan Zhang, Mengye Lyu
2025 J jnl
An Unsupervised Learning Approach for Reconstructing 3T-Like Images From 0.3T MRI Without Paired Training Data.
IEEE Trans. Medical Imaging
Huaishui Yang, Shaojun Liu, Yilong Liu, Lingyan Zhang, Shoujin Huang, Jiayu Zheng, Jingzhe Liu, Hua Guo, Ed X. Wu, Mengye Lyu
2025 J jnl
Fault Propagation Analysis for Manufacturing Process Monitoring via a Temporal Causal Modeling Algorithm.
IEEE Trans. Instrum. Meas.
Shoujin Huang, Ningyun Lu, Bin Jiang, Silvio Simani, Wei Du, Binda Huang, Jie Cao
2025 J jnl
Predicting Diabetic Macular Edema Treatment Responses Using OCT: Dataset and Methods of APTOS Competition.
CoRR
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
2025 J jnl
Self-diffusion for Solving Inverse Problems.
CoRR
Guanxiong Luo, Shoujin Huang, Yanlong Yang
2025 J jnl
Tailored self-supervised pretraining improves brain MRI diagnostic models.
Comput. Medical Imaging Graph.
Xinhao Huang, Zihao Wang, Weichen Zhou, Kexin Yang, Kaihua Wen, Haiguang Liu, Shoujin Huang, Mengye Lyu
2025 J jnl
Virtual Node-Based Risk Assessment for Hidden and Cascading Failures in Production Lines.
IEEE Trans. Reliab.
Shoujin Huang, Silvio Simani, Ningyun Lu, Bin Jiang
2024 A* conf
Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI.
NeurIPS
Guanxiong Luo, Shoujin Huang, Martin Uecker
2024 J jnl
Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI.
CoRR
Guanxiong Luo, Shoujin Huang, Martin Uecker
2024 J jnl
Dynamic weight-based accelerated test modeling for fault degradation and lifetime analysis.
Reliab. Eng. Syst. Saf.
Ningyun Lu, Shoujin Huang, Yang Li, Bin Jiang, Okyay Kaynak, Enrico Zio
2024 — conf
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI.
MICCAI (7)
Shoujin Huang, Guanxiong Luo, Xi Wang, Ziran Chen, Yuwan Wang, Huaishui Yang, Pheng-Ann Heng, Lingyan Zhang, Mengye Lyu
2024 J jnl
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI.
CoRR
Shoujin Huang, Guanxiong Luo, Xi Wang, Ziran Chen, Yuwan Wang, Huaishui Yang, Pheng-Ann Heng, Lingyan Zhang, Mengye Lyu
2024 J jnl
Robust Simultaneous Multislice MRI Reconstruction Using Deep Generative Priors.
CoRR
Shoujin Huang, Guanxiong Luo, Yuwan Wang, Kexin Yang, Lingyan Zhang, Jingzhe Liu, Hua Guo, Min Wang, Mengye Lyu
2023 — conf
Accurate Multi-contrast MRI Super-Resolution via a Dual Cross-Attention Transformer Network.
MICCAI (10)
Shoujin Huang, Jingyu Li, Lifeng Mei, Tan Zhang, Ziran Chen, Yu Dong, Linzheng Dong, Shaojun Liu, Mengye Lyu
2023 — conf
From Whole-Body to Abdomen: Streamlined Segmentation of Organs and Tumors via Semi-Supervised Learning and Efficient Coarse-to-Fine Inference.
FLARE@MICCAI
Shoujin Huang, Huaishui Yang, Lifeng Mei, Tan Zhang, Shaojun Liu, Mengye Lyu
2023 J jnl
Interval state estimation for positive linear systems under DoS attacks.
J. Frankl. Inst.
Shoujin Huang, Jun Shen
2023 — conf
Predicting Microsatellite Instability from Pathological Images Using Self-Supervised Learning Methods.
AAIA
Ruyun Ruan, Shoujin Huang, Liyilei Su, Rashid Khan, Bingding Huang
2023 J jnl
Probabilistic stability of power control systems with Nakagami-m fading channels.
Int. J. Syst. Sci.
Shoujin Huang, Jun Shen
2023 — conf
Space-Time Deformable Attention Parallel Imaging Reconstruction for Highly Accelerated Cardiac MRI.
STACOM@MICCAI
Lifeng Mei, Kexin Yang, Yi Li, Shoujin Huang, Yilong Liu, Mengye Lyu
2023 J jnl
Unleashing the Strengths of Unlabeled Data in Pan-cancer Abdominal Organ Quantification: the FLARE22 Challenge.
CoRR
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
2022 — conf
Abdominal CT Organ Segmentation by Accelerated nnUNet with a Coarse to Fine Strategy.
FLARE@MICCAI
Shoujin Huang, Lifeng Mei, Jingyu Li, Ziran Chen, Yue Zhang, Tan Zhang, Xin Nie, Kairen Deng, Mengye Lyu
2022 J jnl
Review and classification of AI-enabled COVID-19 CT imaging models based on computer vision tasks.
Comput. Biol. Medicine
Haseeb Hassan, Zhaoyu Ren, Huishi Zhao, Shoujin Huang, Dan Li, Shaohua Xiang, Yan Kang, Sifan Chen, Bingding Huang