Author

H. A. Maghawry

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Open access Jul 2026

Mol2Image: an enhanced DDI prediction framework leveraging drug molecular descriptors

A novel DDI prediction model that utilizes chemical structure features derived from Simplified Molecular Input Line Entry System (SMILES) representations, including molecular property descriptors and structural fingerprints, is proposed that achieves competitive performance compared with several state-of-the-art method...

Nourhan Helmy, H. A. Maghawry, N. Badr · BMC Bioinformatics · 0 citations