Suhan Cui

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Predictive Modeling

Electronic Health Records

Sas Enterprise Miner

Top Venues

Publications

Suhan Cui, Jiaqi Wang, Yuan Zhong, Han Liu, Ting Wang, Fenglong Ma
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions. CoRR (2024)
Yuan Zhong, Suhan Cui, Jiaqi Wang, Xiaochen Wang, Ziyi Yin, Yaqing Wang, Houping Xiao, Mengdi Huai, Ting Wang, Fenglong Ma
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation. SDM (2024)
Suhan Cui, Jiaqi Wang, Yuan Zhong, Han Liu, Ting Wang, Fenglong Ma
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions. SDM (2024)
Suhan Cui, Prasenjit Mitra
Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records. CoRR (2024)
Suhan Cui, Guanhao Wei, Li Zhou, Emily Zhao, Ting Wang, Fenglong Ma
Predicting line of therapy transition via similar patient augmentation. J. Biomed. Informatics 147 (2023)
Yuan Zhong, Suhan Cui, Jiaqi Wang, Xiaochen Wang, Ziyi Yin, Yaqing Wang, Houping Xiao, Mengdi Huai, Ting Wang, Fenglong Ma
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation. CoRR (2023)
Jiaqi Wang, Xingyi Yang, Suhan Cui, Liwei Che, Lingjuan Lyu, Dongkuan Xu, Fenglong Ma
Towards Personalized Federated Learning via Heterogeneous Model Reassembly. NeurIPS (2023)
Xiaochen Wang, Junyu Luo, Jiaqi Wang, Ziyi Yin, Suhan Cui, Yuan Zhong, Yaqing Wang, Fenglong Ma
Hierarchical Pretraining on Multimodal Electronic Health Records. CoRR (2023)
Jiaqi Wang, Xingyi Yang, Suhan Cui, Liwei Che, Lingjuan Lyu, Dongkuan Xu, Fenglong Ma
Towards Personalized Federated Learning via Heterogeneous Model Reassembly. CoRR (2023)
Xiaochen Wang, Junyu Luo, Jiaqi Wang, Ziyi Yin, Suhan Cui, Yuan Zhong, Yaqing Wang, Fenglong Ma
Hierarchical Pretraining on Multimodal Electronic Health Records. EMNLP (2023)
Jiaqi Wang, Cheng Qian, Suhan Cui, Lucas Glass, Fenglong Ma
Towards Federated COVID-19 Vaccine Side Effect Prediction. ECML/PKDD (6) (2022)
Suhan Cui, Junyu Luo, Muchao Ye, Jiaqi Wang, Ting Wang, Fenglong Ma
MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data. ICDM (2022)
Suhan Cui, Jiaqi Wang, Xinning Gui, Ting Wang, Fenglong Ma
AUTOMED: Automated Medical Risk Predictive Modeling on Electronic Health Records. BIBM (2022)
Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo, Cao Xiao, Fenglong Ma
MedRetriever: Target-Driven Interpretable Health Risk Prediction via Retrieving Unstructured Medical Text. CIKM (2021)
Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo, Cao Xiao, Fenglong Ma
MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths. WWW (2021)