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Suhan Cui
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2020 – today
- 2024
- [c9]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: 361-369 - [c8]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: 499-507 - [i5]Suhan Cui, Jiaqi Wang, Yuan Zhong, Han Liu, Ting Wang, Fenglong Ma:
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions. CoRR abs/2401.11252 (2024) - [i4]Suhan Cui, Prasenjit Mitra:
Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records. CoRR abs/2403.04086 (2024) - 2023
- [j1]Suhan Cui
, Guanhao Wei
Predicting line of therapy transition via similar patient augmentation. J. Biomed. Informatics 147: 104511 (2023) - [c7]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: 2839-2852 - [c6]Jiaqi Wang, Xingyi Yang, Suhan Cui, Liwei Che, Lingjuan Lyu, Dongkuan Xu, Fenglong Ma:
Towards Personalized Federated Learning via Heterogeneous Model Reassembly. NeurIPS 2023 - [i3]Jiaqi Wang, Xingyi Yang, Suhan Cui, Liwei Che, Lingjuan Lyu, Dongkuan Xu, Fenglong Ma:
Towards Personalized Federated Learning via Heterogeneous Model Reassembly. CoRR abs/2308.08643 (2023) - [i2]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 abs/2310.02520 (2023) - [i1]Xiaochen Wang, Junyu Luo, Jiaqi Wang, Ziyi Yin, Suhan Cui, Yuan Zhong, Yaqing Wang, Fenglong Ma:
Hierarchical Pretraining on Multimodal Electronic Health Records. CoRR abs/2310.07871 (2023) - 2022
- [c5]Suhan Cui, Jiaqi Wang, Xinning Gui, Ting Wang, Fenglong Ma:
AUTOMED: Automated Medical Risk Predictive Modeling on Electronic Health Records. BIBM 2022: 948-953 - [c4]Suhan Cui, Junyu Luo
MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data. ICDM 2022: 81-90 - [c3]Jiaqi Wang, Cheng Qian, Suhan Cui, Lucas Glass, Fenglong Ma:
Towards Federated COVID-19 Vaccine Side Effect Prediction. ECML/PKDD (6) 2022: 437-452 - 2021
- [c2]Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo
MedRetriever: Target-Driven Interpretable Health Risk Prediction via Retrieving Unstructured Medical Text. CIKM 2021: 2414-2423 - [c1]Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo
MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths. WWW 2021: 1397-1409
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