Pisces: A multi-modal data augmentation approach for drug combination synergy prediction
Hanwen Xu, Jiacheng Lin, Addie Woicik, Zixuan Liu, Jianzhu Ma, Sheng Zhang, Hoifung Poon, Liewei Wang, Sheng Wang
Pisces enhances drug combination synergy prediction by generating 64 augmented views per drug pair, achieving state-of-the-art results across multiple prediction tasks.
Cell Genomics · Jun 3, 2025Peer-reviewedMolecular Biology