Simple ML models using Morgan fingerprints predict LNP transfection efficiency better than the graph-based AGILE model, on a refined and publicly released 1,100-lipid dataset.
Non-viral vectors for rna delivery
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A Machine Learning Benchmarking Framework for Lipid Nanoparticle Transfection Efficiency Prediction
Simple ML models using Morgan fingerprints predict LNP transfection efficiency better than the graph-based AGILE model, on a refined and publicly released 1,100-lipid dataset.