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Marilyn Lionts

PhD student, Vanderbilt University

  • Joined November 2024

Names

Marilyn Lionts (Preferred)
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Emails

****@vanderbilt.edu (Confirmed)
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Personal Links

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Career & Education History

PhD student
Vanderbilt University (vanderbilt.edu)
2023 – 2028
 
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Advisors, Relations & Conflicts

PhD Advisor
Yuankai Huo
2023 – 2028
 
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Expertise

transformers, CNNs
2023 – Present
 
spectroscopy, deep learning
2023 – Present
 
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Publications

  • MASC: Metal-Aware Sampling and Correction via Reinforcement Learning for Accelerated MRI

    Zhengyi Lu, Ming Lu, Chongyu Qu, Junchao Zhu, Junlin Guo, Marilyn Lionts, Yanfan Zhu, Yuechen Yang, Tianyuan Yao, Jayasai Rajagopal, Bennett Allan Landman, Xiao Wang, Xinqiang Yan, Yuankai Huo
    • MIDL 2026 Conference Submission
    • Readers: Everyone
  • SCR²-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning

    Junchao Zhu, Ruining Deng, Junlin Guo, Tianyuan Yao, Chongyu Qu, Juming Xiong, Siqi Lu, Zhengyi Lu, Yanfan Zhu, Marilyn Lionts, Yuechen Yang, Yalin Zheng, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo
    • MIDL 2026 Conference Submission
    • Readers: Everyone

Co-Authors

  • Bennett Allan Landman
  • Chongyu Qu
  • Haichun Yang
  • Jayasai Rajagopal
  • Juming Xiong
  • Junchao Zhu
  • Junlin Guo
  • Ming Lu
  • Ruining Deng
  • Shilin Zhao
  • Siqi Lu
  • Tianyuan Yao
  • Xiao Wang
  • Xinqiang Yan
  • Yalin Zheng
  • Yanfan Zhu
  • Yu Wang
  • Yuankai Huo
  • Yuechen Yang
  • Zhengyi Lu
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