基本信息
浏览量:232
职业迁徙
个人简介
My research interests include machine learning and its application in healthcare and drug development, especially in the following areas:
Prediction. Patient/trial outcome prediction with tabular/sequence/vision-language models.
Generation. Synthetic tabular/sequential EHR/EDC data generation and digital twin simulation.
Optimization. Improve clinical trial design via retrieval & generation, based on large language models (LLMs).
Explanation. Provide trustworthy explanations to support decision-making in clinical trial design.
Prediction. Patient/trial outcome prediction with tabular/sequence/vision-language models.
Generation. Synthetic tabular/sequential EHR/EDC data generation and digital twin simulation.
Optimization. Improve clinical trial design via retrieval & generation, based on large language models (LLMs).
Explanation. Provide trustworthy explanations to support decision-making in clinical trial design.
研究兴趣
论文共 32 篇作者统计合作学者相似作者
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Zifeng Wang,Zichen Wang,Balasubramaniam Srinivasan,Vassilis N. Ioannidis,Huzefa Rangwala, RISHITA ANUBHAI
ICLR 2024 (2024)
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CoRR (2024)
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CoRR (2024)
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KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Miningpp.402-413, (2023)
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CoRR (2023)
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CoRR (2023)
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CoRR (2023): 53:1-53:11
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Yuxin Li,Aifang Chen,Ganquan Mao, Penghan Chen, Hao Huang,Hong Yang,Zifeng Wang,Kai Wang,He Chen,Ying Meng,Rui Zhong, Pengfei Wang,
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