MIMIC-III

Papers using MIMIC-III (15)

GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs2023 · 10 citesA Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks2023 · 2 citesMulti-modal Graph Learning over UMLS Knowledge Graphs2023 · 1 citesDynamic Hypergraph-Enhanced Prediction of Sequential Medical Visits2024 · 1 citesWaveGNN: Integrating Graph Neural Networks and Transformers for Decay-Aware Classification of Irregular Clinical Time-Series2024 · 1 citesUnsupervised pre-training of graph transformers on patient population graphs2022Multi-task Heterogeneous Graph Learning on Electronic Health Records2024Similarity-Based Self-Construct Graph Model for Predicting Patient Criticalness Using Graph Neural Networks and EHR Data2025Exploring a Graph-based Approach to Offline Reinforcement Learning for Sepsis Treatment2025MMM: Quantum-Chemical Molecular Representation Learning for Combinatorial Drug Recommendation2025KAT-GNN: A Knowledge-Augmented Temporal Graph Neural Network for Risk Prediction in Electronic Health Records2025ALGNet: Attention Light Graph Memory Network for Medical Recommendation System2023Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies2024Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph2024Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer2025