#low-data drug discovery

Pushing the boundaries of few-shot learning for low-data drug discovery with a Bayesian meta-learning hypernetwork framework

Jiacai Yi, Dejun Jiang, Chengkun Wu, Xiaochen Zhang, Weixing He, Wentao Zhao, Dongsheng Cao

Hunting for candidate compounds with favorable pharmacological, toxicological, and pharmacokinetic properties in drug discovery is essentially a low-data problem, as data acquisition is both challenging and expensive.…