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)

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)

Predicting Microsatellite Instability from Pathological Images Using Self-Supervised Learning Methods. - Ruyun Ruan; Shoujin Huang; Liyilei Su; Rashid Khan; Bingding Huang (AAIA, 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 (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)

Unleashing the Strengths of Unlabeled Data in Pan-cancer Abdominal Organ Quantification: the FLARE22 Challenge. - Jun Ma 016; Yao Zhang 010; Song Gu; Cheng Ge; Shihao Ma; Adamo Young; Cheng Zhu; Kangkang Meng; Xin Yang 009; Ziyan Huang; Fan Zhang; Wentao Liu; et al. (CoRR, 2023)

Interval state estimation for positive linear systems under DoS attacks. - Shoujin Huang; Jun Shen (J. Frankl. Inst., 2023)

Probabilistic stability of power control systems with Nakagami-m fading channels. - Shoujin Huang; Jun Shen (Int. J. Syst. Sci., 2023)

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)

Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI. - Guanxiong Luo; Shoujin Huang; Martin Uecker (NeurIPS, 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)

Dynamic weight-based accelerated test modeling for fault degradation and lifetime analysis. - Ningyun Lu; Shoujin Huang; Yang Li 088; Bin Jiang 001; Okyay Kaynak; Enrico Zio (Reliab. Eng. Syst. Saf., 2024)

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)

Fault Propagation Analysis for Manufacturing Process Monitoring via a Temporal Causal Modeling Algorithm. - Shoujin Huang; Ningyun Lu; Bin Jiang 001; Silvio Simani; Wei Du 003; Binda Huang; Jie Cao (IEEE Trans. Instrum. Meas., 2025)

Predicting Diabetic Macular Edema Treatment Responses Using OCT: Dataset and Methods of APTOS Competition. - Weiyi Zhang 004; Peranut Chotcomwongse; Yinwen Li; Pusheng Xu; Ruijie Yao; Lianhao Zhou; Yuxuan Zhou; Hui Feng; Qiping Zhou; Xinyue Wang; Shoujin Huang; Zihao Jin; et al. (CoRR, 2025)