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🌟 📣 [07/2025]: Our Long survey
A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models
is available at
GitHub
. We collected ~400 papers from top CS conferences and Nature Portfolio journals (2021–2025) about Clinical AI and EHRs modeling, spanning data, models, learning objectives, LLMs, and real-world clinical applications.
For a better visualization, feel free to check the
paper list
.
- ⛵ 🌊 [07/2025]: Sailing my beautiful sailboat and embarking on my postdoc journey at Stanford University.
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🌸 🌸 [05/2025]: I successfully defended my dissertation:
Incorporating Biomedical Knowledge and Clinical Guidance into Electronic Health Record-Based Machine Learning Systems for Healthcare
.
I’m deeply grateful to my sweet family, my dear advisor Prof. Vasant Honavar, and my committee members: Prof. Sharon, Prof. Dongwon, Prof. Kevin, and Prof. Chaopeng and my strong friends.
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🌟 📣 [02/2025]: Our survey
Survey of Deep Learning within Tabular Data: Foundations, Challenges, Advances and Future Directions
is available at
GitHub