MIMIC-III

Papers using MIMIC-III (13)

KAT-GNN: A Knowledge-Augmented Temporal Graph Neural Network for Risk Prediction in Electronic Health Records2025MMM: Quantum-Chemical Molecular Representation Learning for Combinatorial Drug Recommendation2025Similarity-Based Self-Construct Graph Model for Predicting Patient Criticalness Using Graph Neural Networks and EHR Data2025Unsupervised pre-training of graph transformers on patient population graphs2022A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks2023GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs2023Multi-modal Graph Learning over UMLS Knowledge Graphs2023ALGNet: Attention Light Graph Memory Network for Medical Recommendation System2023Dynamic Hypergraph-Enhanced Prediction of Sequential Medical Visits2024Multi-task Heterogeneous Graph Learning on Electronic Health Records2024Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies2024Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph2024WaveGNN: Integrating Graph Neural Networks and Transformers for Decay-Aware Classification of Irregular Clinical Time-Series2024