Scholar
Simon A. Lee
Google Scholar ID: HIj-rdQAAAAJ
Ph.D. Student, UCLA
AI in Healthcare
Machine Learning
Foundation Models
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Citations & Impact
All-time
Citations
141
H-index
7
i10-index
7
Publications
13
Co-authors
17
list available
Contact
Email
simonlee711@g.ucla.edu
Twitter
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GitHub
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Publications
5 items
One Loss to Rule Them All: Marked Time-to-Event for Structured EHR Foundation Models
2026
Cited
0
Wavelet-Driven Masked Multiscale Reconstruction for PPG Foundation Models
2026
Cited
3
HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series
2025
Cited
0
Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models
2025
Cited
0
Clinical ModernBERT: An efficient and long context encoder for biomedical text
2025
Cited
0
Resume (English only)
Academic Achievements
Paper 'HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series' under review at ICLR 2026
Paper 'Clinical decision support using pseudo-notes from multiple streams of EHR Data' accepted to npj Digital Medicine (2025)
Paper 'Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models' received ICML 2025 Spotlight
Preprint 'Clinical ModernBERT: An efficient and long context encoder for biomedical text' on arXiv (2025)
Serving as Program Committee Member for AAAI 2026
Co-authors
17 total
Jeffrey Chiang
UCLA
Co-author 2
Matthew B. A. McDermott
Assistant Professor, Columbia University Department of Biomedical Informatics
Ulzee An
Google, UCLA
Sriram Sankararaman
UCLA
Edward Choi
KAIST
Nigam Shah
Professor of Medicine, and Biomedical Data Science, Stanford University
Jason Alan Fries
Stanford University
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