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.
L., Ciccone, G., Esposito, C
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
other 1
citation-polarity summary
fields
q-bio.QM 1years
2025 1verdicts
CONDITIONAL 1roles
other 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.