Analytical chemistryBiological ProductsAlgorithmsDrug DiscoveryMass SpectrometryMolecular Structure
MSformer: A Meta-Structure Based Interpretable Framework for Representation Learning of Natural Products.
Bingjie Zhu, Jie Liao, Huihui Liu, Xiaohui Fan, Yiyu Cheng
Published: 202510.1021/acs.analchem.5c03958
Abstract
Natural products (NPs) are a treasure trove of drug discovery, yet their structural complexity and extreme data scarcity critically hinder AI-driven exploration. To address this challenge, we present MSformer, a transformer-based architecture that br…
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