معرفی
Mengqi Shen is a Postdoctoral Research Scientist at the Data Science Institute, Columbia University. She collaborates with Professor Yading Yuan and clinicians Dr. Dawn Hershman and Dr. Meghna Trivedi to advance data science applications in cancer treatment and patient care. Her research focuses on explainable machine learning, healthcare monitoring systems, and leveraging large public health datasets.
Education:
- Ph.D. in Industrial and Systems Engineering (Virginia Tech, 2024)
- Bachelor’s and Master’s in Engineering Mechanics (Dalian University of Technology, direct-entry top student)
Research Interests:
- Data-driven decision-making in healthcare
- Machine learning for clinical workflows
- Public health surveillance systems
- Bio-inspired robotics (prior work)
Collaborations: Active partnerships with Tumor Board clinicians to integrate machine learning into cancer treatment reviews. Her work emphasizes translational research bridging data science and clinical practice.
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