| 2026 | WACV | ART-ASyn: Anatomy-aware Realistic Texture-based Anomaly Synthesis Framework for Chest X-Rays. | Qinyi Cao, Jianan Fan, Tom Weidong Cai |
| 2026 | WACV | Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images. | Yaxuan Song, Jianan Fan, Hang Chang, Tom Weidong Cai |
| 2025 | ECAI | ScSAM: Debiasing Morphology and Distributional Variability in Subcellular Semantic Segmentation. | Bo Fang, Jianan Fan, Dongnan Liu, Hang Chang, Gerald J. Shami, Filip Braet, Weidong Cai |
| 2025 | WWW | Diversity-Augmented Diffusion Network With LLM Assistance For Radiology Report Generation. | Jieting Long, Zhiyuan Li, Jianan Fan, Zhuonan Liang, Ao Ma, Henning Mller, Weidong Cai |
| 2025 | WWW | Seek Inner: LLM-Enhanced Information Mining for Medical Visual Question Answering. | Ao Ma, Zhiyuan Li, Zhuonan Liang, Tiancheng Gu, Jianan Fan, Jieting Long, Henning Mller, Weidong Cai |
| 2025 | WACV | AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation. | Mingyu Sheng, Jianan Fan, Dongnan Liu, Ron Kikinis, Weidong Cai |
| 2024 | CVPR | Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling. | Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai |
| 2024 | ECCV | Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View. | Jianan Fan, Dongnan Liu, Canran Li, Hang Chang, Heng Huang, Filip Braet, Mei Chen, Tom Weidong Cai |
| 2024 | IVCNZ | GroupLearning: Label Noise Mitigation Through Multi-Expert Collaboration for Medical Image Analysis. | Qinyi Cao, Dongnan Liu, Jianan Fan, Weidong Cai |
| 2024 | MICCAI | Accurate Fetal Head Descent Assessment During Labor Using Video Swin Transformer and Wavelet-Based Multitask Learning for 2024 MICCAI Challenge IUGC. | Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Weidong Cai |
| 2023 | ICCV | Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation. | Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai |