Research map: ToxicFreeMed: BERT-enhanced BPR algorithm for toxic-free medication recommendation

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  1. DrugBank 5.0: a major update to the DrugBank database for 2018 · David Scott Wishart · 2017 · 9022 citations · Cited by this paper
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  22. GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination · Junyuan Shang · 2019 · 330 citations · Cited by this paper
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  26. Order-free Medicine Combination Prediction with Graph Convolutional Reinforcement Learning · Shanshan Wang · 2019 · 73 citations · Cited by this paper
  27. PharmBERT: a domain-specific BERT model for drug labels · Taha ValizadehAslani · 2023 · 48 citations · Cited by this paper
  28. RETRACTED ARTICLE: Knowledge graph driven medicine recommendation system using graph neural networks on longitudinal medical records · Rajat Mishra · 2024 · 42 citations · Cited by this paper
  29. Context-Aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding · Qianyu Chen · 2023 · 34 citations · Cited by this paper
  30. Outcome Prediction in Critically-Ill Patients with Venous Thromboembolism and/or Cancer Using Machine Learning Algorithms: External Validation and Comparison with Scoring Systems · Vasiliki Danilatou · 2022 · 30 citations · Cited by this paper
  31. CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient Health State · Xiang Li · 2024 · 28 citations · Cited by this paper
  32. AKA-SafeMed: A safe medication recommendation based on attention mechanism and knowledge augmentation · Xiaomei Yu · 2024 · 25 citations · Cited by this paper
  33. MGRN: toward robust drug recommendation via multi-view gating retrieval network · Fanjun Meng · 2024 · 16 citations · Cited by this paper
  34. Heterogeneity in the Identification of Potential Drug‐Drug Interactions in the Intensive Care Unit: A Systematic Review, Critical Appraisal, and Reporting Recommendations · Tinka Bakker · 2021 · 14 citations · Cited by this paper
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  37. HeteroMed: a heterogeneous graph knowledge-enhanced model for medication recommendation · Xuelei Yin · 2026 · 1 citation · Cited by this paper
  38. CafeMed: Causal Attention Fusion Enhanced Medication Recommendation · Ren, Kelin · 2025 · 1 citation · Cited by this paper
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