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June 25, 2024Journal of Chemical Information and Modeling

Quantum-Informed Molecular Representation Learning Enhancing ADMET Property Prediction

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Authors

JKJungwoo KimWCWoojae ChangHJHyunjun Ji

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Kim et al. (2024) studied this question.

synapsesocial.com/papers/68e634d8b6db6435875c6dechttps://doi.org/10.1021/acs.jcim.4c00772
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Advancing ADMET prediction through multiscale fragment-aware pretraining with MSformer-ADMET.2025 · 11 citations
  2. 2Analysis of Atom-level pretraining with QM data for Graph Neural Networks Molecular property models2024
  3. 3MPMFMol: Multitask Self-Supervised Pretraining with Multimodal Fine-Tuning for Molecular Property Prediction2026
  4. 4Quantum-Enhanced Multi-Task Learning with Learnable Weighting for Pharmacokinetic and Toxicity Prediction2025
  5. 5DCPM-ADMET: fusion of dual-component pre-trained model and molecular fingerprints to enhance drug ADMET properties prediction2026