Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry
Paper
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2505.02722
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Published
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2
Junu Kim
starmpcc
AI & ML interests
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Recent Activity
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Data Mixing Agent: Learning to Re-weight Domains for Continual
Pre-training
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2 months ago
PatientSim: A Persona-Driven Simulator for Realistic Doctor-Patient
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11 months ago
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5
papers
over 1 year ago
GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning
Paper
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2207.09858
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Published
EHRFL: Federated Learning Framework for Heterogeneous EHRs and Precision-guided Selection of Participating Clients
Paper
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2404.13318
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Published
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1
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History
Paper
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2310.20204
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Published
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1
Universal EHR Federated Learning Framework
Paper
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2211.07300
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Published
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1
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
Paper
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2309.00237
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Published
•
3