Juergen Dietrich
1 indexed paper
Recent (6 mo)
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126
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ML×1AI×1Quantitative Methods×1
Research Timeline
2026
From Detection to Mechanism: Cross-Attention Graph Neural Networks Enable Drug-Drug Interaction Type Prediction An Ablation Study with Acetylsalicylic Acid Validation
The paper introduces a cross-attention Graph Neural Network (CrossAtt) that significantly improves the prediction of drug-drug interaction (DDI) mechanism types, demonstrating that explicit modeling of inter-molecular communication is crucial for multi-class classification.
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