Research Interests:
- Machine Learning/Deep Learning for healthcare, especially federated learning and multimodal learning
Zhenyao Yan
Ph.D. Student
zyan7@mgh.harvard.edu
Research interests:
- Generative AI for EHR Data: longitudinal electronic health records, patient digital twin, transformers
- Time-to-Event Analysis: forecasting of healthcare events, censored data
- High-Performance Computing: CUDA+Python, Julia
Ziwei Zhu
Ph.D. Student
zzhu8@mgh.harvard.edu
Zhengliang Liu
Ph.D. Student
zliu46@mgh.harvard.edu
Research Interests:
- PET image reconstruction, deep learning and inverse problem
- PBPK modeling for nuclear medicines
Qing Xiao
Ph.D. Student
qxiao3@mgh.harvard.edu
Research Interests:
- Brain disease diagnosis
- Multi-modal fusion
Research Interests:
- Diffusion models
- CT image reconstruction
Research Interests:
- Large Language models
- NLP
- Computer Vision
- LLM application in medical regions
Research Interests:
- Brain-inspired AI
- Medical image analysis
- Natural language processing
- Foundation models
Research Interests:
- Machine Learning/Deep Learning for medicine
- AI in cardiovascular and thoracic diseases
Research Interests:
- Graph Learning for Neuroimage Analysis
- AI in Psychiatry