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Useful References

Foundation Models for Clinical and Health Data

Data-Centric Foundation Models in Computational Healthcare: A Survey

https://arxiv.org/abs/2401.02458⁠

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On the challenges and perspectives of foundation models for medical image analysis

https://www.sciencedirect.com/science/article/pii/S1361841523002566⁠

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The Shaky Foundations of Foundation Models in Healthcare

https://www.nature.com/articles/s41746-023-00879-8⁠

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https://hai.stanford.edu/news/shaky-foundations-foundation-models-healthcare⁠

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Foundation Model for Advancing Healthcare: Challenges, Opportunities and Future Directions

https://arxiv.org/html/2404.03264v1⁠

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https://github.com/YutingHe-list/Awesome-Foundation-Models-for-Advancing-Healthcare?tab=readme-ov-file⁠

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Foundation Models in Healthcare: Opportunities, Risks & Strategies Forward

https://dl.acm.org/doi/10.1145/3544549.3583177⁠

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Large language models and multimodal foundation models for precision oncology

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https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10959931/⁠

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How Foundation Models Can Advance AI in Healthcare

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https://hai.stanford.edu/news/how-foundation-models-can-advance-ai-healthcare⁠

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An EHR Benchmark for Few-Shot Evaluation of Foundation Models 2023

https://arxiv.org/abs/2307.02028⁠

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