Data Augmentation Using Image-to-image Translation for Tongue Coating Thickness Classification with Imbalanced Data. - Mingxuan Liu 001; Yunrui Jiao; Hongyu Gu; Jingqiao Lu; Hong Chen 002 (BioCAS, 2022)

Skip-ST: Anomaly Detection for Medical Images Using Student-Teacher Network with Skip Connections. - Mingxuan Liu 001; Yunrui Jiao; Hong Chen 002 (ISCAS, 2023)

PRTMTM: A Priori Regularization Method for Tooth-Marked Tongue Classification. - Jingqiao Lu; Mingxuan Liu 001; Hong Chen 002 (ISCAS, 2023)

Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks. - Mingxuan Liu 001; Rui Wen; Hong Chen 002 (CoRR, 2023)

Spike-SLR: An Energy-efficient Parallel Spiking Transformer for Event-based Sign Language Recognition. - Xinxu Lin; Mingxuan Liu 001; Kezhuo Liu; Hong Chen 002 (BMVC, 2024)

SAM-DEBLUR: Let Segment Anything Boost Image Deblurring. - Siwei Li; Mingxuan Liu 001; Yating Zhang; Shu Chen; Haoxiang Li; Zifei Dou; Hong Chen 002 (ICASSP, 2024)

Spiking-PhysFormer: Camera-Based Remote Photoplethysmography with Parallel Spike-driven Transformer. - Mingxuan Liu 001; Jiankai Tang; Haoxiang Li; Jiahao Qi; Siwei Li; Kegang Wang; Yuntao Wang 001; Hong Chen 002 (CoRR, 2024)

Anomaly Detection for Medical Images Using Teacher-Student Model With Skip Connections and Multiscale Anomaly Consistency. - Mingxuan Liu 001; Yunrui Jiao; Jingqiao Lu; Hong Chen 002 (IEEE Trans. Instrum. Meas., 2024)

DR-TTA: Dynamic and Robust Test-Time Adaptation Under Low-Quality Mri Conditions for Brain Tumor Segmentation. - Yuanhan Wang; Yifei Chen 019; Shuo Jiang; Wenjing Yu; Mingxuan Liu 001; Beining Wu; Shenghao Zhu; Feiwei Qin; Jin Fan 003; Changmiao Wang (BIBM, 2025)

WARPNet: Scale-Wise Autoregressive Cross-Modal Synthesis for Accurate and Detail-Preserving MRI-to-PET Generation. - Guanyu Zhou; Yifei Chen 019; Gaoxiang Ying; Mingxuan Liu 001; Xuguang Bai; Jialan Zheng; Bixiao Cui; Qiyuan Tian; Jie Lu (BIBM, 2025)

FetalExtract-LLM: Structured Information Extraction from Free-Text Fetal MRI Reports Based on Privacy-Ensuring Open-Weights Large Language Models. - Mingxuan Liu 001; Yijin Li; Juncheng Zhu; Hongjia Yang; Yiming Huang; Haoxiang Li; Yifei Chen 019; Xuguang Bai; Yi Liao; Haibo Qu; Qiyuan Tian (PIPPI@MICCAI, 2025)

Spiking-PhysFormer: Camera-based remote photoplethysmography with parallel spike-driven transformer. - Mingxuan Liu 001; Jiankai Tang; Yongli Chen; Haoxiang Li; Jiahao Qi; Siwei Li; Kegang Wang; Jie Gan; Yuntao Wang 001; Hong Chen 002 (Neural Networks, 2025)

Towards Practical Alzheimer's Disease Diagnosis: A Lightweight and Interpretable Spiking Neural Model. - Changwei Wu; Yifei Chen 019; Yuxin Du; Jinying Zong; Jie Dong; Mingxuan Liu 001; Yong Peng 001; Jin Fan 003; Feiwei Qin; Changmiao Wang (CoRR, 2025)

SmaRT: Style-Modulated Robust Test-Time Adaptation for Cross-Domain Brain Tumor Segmentation in MRI. - Yuanhan Wang; Yifei Chen 019; Shuo Jiang; Wenjing Yu; Mingxuan Liu 001; Beining Wu; Jinying Zong; Feiwei Qin; Changmiao Wang; Qiyuan Tian (CoRR, 2025)

A Large Scale Benchmark for Test Time Adaptation Methods in Medical Image Segmentation. - Wenjing Yu; Shuo Jiang; Yifei Chen 019; Shuo Chang; Yuanhan Wang; Beining Wu; Jie Dong; Mingxuan Liu 001; Shenghao Zhu; Feiwei Qin; Changmiao Wang; Qiyuan Tian (CoRR, 2025)

AnyAD: Unified Any-Modality Anomaly Detection in Incomplete Multi-Sequence MRI. - Changwei Wu; Yifei Chen 019; Yuxin Du; Mingxuan Liu 001; Jinying Zong; Beining Wu; Jie Dong; Feiwei Qin; Yunkang Cao; Qiyuan Tian (CoRR, 2025)

Towards practical Alzheimer's Disease diagnosis: A lightweight and interpretable spiking neural model. - Changwei Wu; Yifei Chen 019; Yuxin Du; Jinying Zong; Jie Dong; Mingxuan Liu 001; Feiwei Qin; Yong Peng 001; Jin Fan 003; Chaomiao Wang (Biomed. Signal Process. Control., 2026)

Quality-label-free fetal brain MRI quality control based on image orientation recognition uncertainty. - Mingxuan Liu 001; Yi Liao; Haoxiang Li; Juncheng Zhu; Hongjia Yang; Yingqi Hao; Haibo Qu; Qiyuan Tian (Medical Image Anal., 2026)

MicroKAN: Mapping human brain microstructure using diffusion MRI and adaptive nonlinear modeling. - Yifei Chen 019; Zihan Li; Yuanhan Wang; Yijin Li; Jialan Zheng; Hongjia Yang; Mingxuan Liu 001; Tolga Çukur; Qiuyun Fan; Ziyu Li; Jie Lu; Qiyuan Tian (NeuroImage, 2026)

FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis. - Xiaotian Hu; Junwei Huang; Mingxuan Liu 001; Kasidit Anmahapong; Yifei Chen 019; Yitong Luo; Yiming Huang; Xuguang Bai; Zihan Li; Yi Liao; Haibo Qu; Qiyuan Tian (CoRR, 2026)

EXACT: an explainable anomaly-aware vision foundation model for analysis of 3D chest CT. - Xuguang Bai; Mingxuan Liu 001; Tongxi Song; Yifei Chen 019; Hongjia Yang; Kasidit Anmahapong; Zihan Li; Ying Zhou; Qiyuan Tian (CoRR, 2026)

Annotation-free deep learning for detection and segmentation of fetal germinal matrix-intraventricular hemorrhage in brain MRI. - Mingxuan Liu 001; Yingqi Hao; Yi Liao; Juncheng Zhu; Haoxiang Li; Hongjia Yang; Yifei Chen 019; Yijin Li; Kasidit Anmahapong; Zihan Li; Jialan Zheng; Min Kang; et al. (CoRR, 2026)

INFANiTE: Implicit Neural representation for high-resolution Fetal brain spatio-temporal Atlas learNing from clinical Thick-slicE MRI. - Xiaotian Hu; Mingxuan Liu 001; Hongjia Yang; Juncheng Zhu; Yijin Li; Yifei Chen 019; Haoxiang Li; Tongxi Song; Zihan Li; Yingqi Hao; Ziyu Li; Yujin Zhang; et al. (CoRR, 2026)

R2AoP: Reliable and Robust Angle of Progression Estimation from Intrapartum Ultrasound. - Yuanhan Wang; Yifei Chen 019; Beining Wu; Mingxuan Liu 001; Xiaotian Hu; Chunbo Jiang; Yijin Li; Changmiao Wang; Feiwei Qin; Qiyuan Tian (CoRR, 2026)

GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT. - Shuo Jiang; Yuhao Hong; Chunbo Jiang; Weihong Chen; Huangwei Chen; Shenghao Zhu; Beining Wu; Mingxuan Liu 001; Zhu Zhu; Feiwei Qin; Min Tan; Yifei Chen 019 (CoRR, 2026)

Towards Reliable Fetal Ultrasound Interpretation with Multi-Agent Collaboration. - Xiaotian Hu; Mingxuan Liu 001; Junwei Huang; Kasidit Anmahapong; Yifei Chen 019; Yiming Huang; Xuguang Bai; Zihan Li; Hongjia Yang; Yingqi Hao; Hong Xu; Yu Jiang; et al. (CoRR, 2026)