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A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records
CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models
Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
Microstructures and Accuracy of Graph Recall by Large Language Models
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data
Brain Network Analysis with Graph Neural Network
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models
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