{"total":48,"rows":[{"id":"2305.12788","title":"GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs","created":"2023-05-22","cited_by_count":58,"area":null},{"id":"2207.04869","title":"Graph-based Molecular Representation Learning","created":"2022-07-08","cited_by_count":51,"area":null},{"id":"2402.02803","title":"Large Language Model Distilling Medication Recommendation Model","created":"2024-02-05","cited_by_count":26,"area":null},{"id":"2301.08834","title":"ManyDG: Many-domain Generalization for Healthcare Applications","created":"2023-01-21","cited_by_count":23,"area":null},{"id":"2405.03943","title":"Predictive Modeling with Temporal Graphical Representation on Electronic Health Records","created":"2024-05-07","cited_by_count":9,"area":null},{"id":"2312.12100","title":"VITA: 'Carefully Chosen and Weighted Less' Is Better in Medication Recommendation","created":"2023-12-19","cited_by_count":8,"area":null},{"id":"2406.10061","title":"TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data","created":"2024-06-14","cited_by_count":7,"area":null},{"id":"2408.10259","title":"Contrastive Learning on Medical Intents for Sequential Prescription Recommendation","created":"2024-08-13","cited_by_count":7,"area":null},{"id":"2603.28589","title":"Towards a Medical AI Scientist","created":"2026-03-30","cited_by_count":7,"area":null},{"id":"2412.12475","title":"RareAgents: Autonomous Multi-disciplinary Team for Rare Disease Diagnosis and Treatment","created":"2024-12-17","cited_by_count":6,"area":null},{"id":"2408.07569","title":"Multi-task Heterogeneous Graph Learning on Electronic Health Records","created":"2024-08-14","cited_by_count":5,"area":null},{"id":"2501.16373","title":"Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases","created":"2025-01-23","cited_by_count":5,"area":null},{"id":"2502.13555","title":"Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs","created":"2025-02-19","cited_by_count":5,"area":null},{"id":"2505.20218","title":"Fine-grained List-wise Alignment for Generative Medication Recommendation","created":"2025-05-26","cited_by_count":5,"area":null},{"id":"2402.09711","title":"Node Duplication Improves Cold-start Link Prediction","created":"2024-02-15","cited_by_count":4,"area":null},{"id":"2501.07166","title":"Natural Language-Assisted Multi-modal Medication Recommendation","created":"2025-01-13","cited_by_count":4,"area":null},{"id":"2507.06432","title":"Bridging Data Gaps of Rare Conditions in ICU: A Multi-Disease Adaptation Approach for Clinical Prediction","created":"2025-07-08","cited_by_count":4,"area":null},{"id":"2403.00880","title":"CIDGMed: Causal Inference-Driven Medication Recommendation with Enhanced Dual-Granularity Learning","created":"2024-03-01","cited_by_count":3,"area":null},{"id":"2506.01302","title":"Recent Developments in GNNs for Drug Discovery","created":"2025-06-02","cited_by_count":3,"area":null},{"id":"2305.17866","title":"Sequential Condition Evolved Interaction Knowledge Graph for Traditional Chinese Medicine Recommendation","created":"2023-05-29","cited_by_count":2,"area":null},{"id":"2305.19604","title":"DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning","created":"2023-05-31","cited_by_count":2,"area":null},{"id":"2401.15814","title":"OntoMedRec: Logically-Pretrained Model-Agnostic Ontology Encoders for Medication Recommendation","created":"2024-01-29","cited_by_count":2,"area":null},{"id":"2502.20350","title":"KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model","created":"2025-02-27","cited_by_count":2,"area":null},{"id":"2601.16414","title":"PyHealth 2.0: A Comprehensive Open-Source Toolkit for Accessible and Reproducible Clinical Deep Learning","created":"2026-01-23","cited_by_count":2,"area":null},{"id":"2506.06649","title":"SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes","created":"2025-06-07","cited_by_count":1,"area":null},{"id":"2507.04428","title":"ARMR: Adaptively Responsive Network for Medication Recommendation","created":"2025-07-06","cited_by_count":1,"area":null},{"id":"2510.27274","title":"Traceable Drug Recommendation over Medical Knowledge Graphs","created":"2025-10-31","cited_by_count":1,"area":null},{"id":"2511.06230","title":"Overview of CHIP 2025 Shared Task 2: Discharge Medication Recommendation for Metabolic Diseases Based on Chinese Electronic Health Records","created":"2025-11-09","cited_by_count":1,"area":null},{"id":"2601.22820","title":"User-Adaptive Meta-Learning for Cold-Start Medication Recommendation with Uncertainty Filtering","created":"2026-01-30","cited_by_count":1,"area":null},{"id":"2604.17725","title":"RePrompT: Recurrent Prompt Tuning for Integrating Structured EHR Encoders with Large Language Models","created":"2026-04-20","cited_by_count":1,"area":null},{"id":"2605.14543","title":"RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation","created":"2026-05-14","cited_by_count":1,"area":null},{"id":"2606.31036","title":"Teaching LLMs to Recommend and Defer in Underrepresented Epilepsy Care","created":"2026-06-30","cited_by_count":1,"area":null},{"id":"2303.02405","title":"Decision Support System for Chronic Diseases Based on Drug-Drug Interactions","created":"2023-03-04","cited_by_count":0,"area":null},{"id":"2310.14552","title":"Knowledge-Induced Medicine Prescribing Network for Medication Recommendation","created":"2023-10-23","cited_by_count":0,"area":null},{"id":"2312.08377","title":"ALGNet: Attention Light Graph Memory Network for Medical Recommendation System","created":"2023-12-09","cited_by_count":0,"area":null},{"id":"2408.01445","title":"MiranDa: Mimicking the Learning Processes of Human Doctors to Achieve Causal Inference for Medication Recommendation","created":"2024-07-23","cited_by_count":0,"area":null},{"id":"2508.10425","title":"HiRef: Leveraging Hierarchical Ontology and Network Refinement for Robust Medication Recommendation","created":"2025-08-14","cited_by_count":0,"area":null},{"id":"2510.07910","title":"MMM: Quantum-Chemical Molecular Representation Learning for Combinatorial Drug Recommendation","created":"2025-10-09","cited_by_count":0,"area":null},{"id":"2511.06662","title":"Dual-Pathway Fusion of EHRs and Knowledge Graphs for Predicting Unseen Drug-Drug Interactions","created":"2025-11-10","cited_by_count":0,"area":null},{"id":"2511.14064","title":"CafeMed: Causal Attention Fusion Enhanced Medication Recommendation","created":"2025-11-18","cited_by_count":0,"area":null},{"id":"2512.07856","title":"Medical Test-free Disease Detection Based on Big Data","created":"2025-11-26","cited_by_count":0,"area":null},{"id":"2607.24829","title":"Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models","created":"2026-07-23","cited_by_count":0,"area":null},{"id":"2608.00098","title":"GRAIN: Molecules Are Not the Right Granularity -- Active-Ingredient Modeling for Safe Medication Recommendation","created":"2026-07-30","cited_by_count":0,"area":null},{"id":"2608.04193","title":"Patients-like-me: A Variational LM--GNN Framework for Explainable Clinical Prediction","created":"2026-08-04","cited_by_count":0,"area":null},{"id":"2608.06430","title":"MiGHT-EHR: A Multi-task Graph Transformer for Heterogeneous Temporal Electronic Health Records","created":"2026-08-05","cited_by_count":0,"area":null},{"id":"2608.09443","title":"Coupled Graph--Policy Distillation for Personalized Medication Safety in Older Adults with Multimorbidity","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2609.37587","title":"ReLMem: Learning Recurrent Memory for Longitudinal EHR Modeling","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2610.00984","title":"HADRec: A Hierarchy-Aware Drug Recommendation Framework by Fusing Molecular Knowledge and Electronic Health Record","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}