A structured literature review arguing that 3D geometric deep learning is maturing into end-to-end rational design of multi-target (polypharmacological) drugs.
hub
Preclinical overview of sorafenib, a multikinase inhibitor that targets both Raf and VEGF and PDGF receptor tyrosine kinase signaling
1 Pith paper cite this work, alongside 1,446 external citations. Polarity classification is still indexing.
1
Pith paper citing it
1,446
external citations · OpenAlex
hub tools
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Beyond SBDD: Geometric Deep Learning in Polypharmacology and Multi-target Drug Design
A structured literature review arguing that 3D geometric deep learning is maturing into end-to-end rational design of multi-target (polypharmacological) drugs.