DataFunTalk
Dec 25, 2022 · Artificial Intelligence
GraphSynergy: A Network‑Inspired Deep Learning Model for Predicting Anti‑Cancer Drug Combinations
GraphSynergy integrates network science and graph convolutional networks to predict synergistic anti‑cancer drug combinations by modeling protein‑protein interaction networks, computing therapy and toxicity scores, and outperforming baseline methods on DrugCombDB and Oncology‑Screen datasets, while offering interpretable mechanisms for drug repurposing.
AI drug discoveryGraph Neural Networkscancer therapy
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