Federated learning for predicting compound mechanism of action based on image-data from cell painting
Having access to sufficient data is essential in order to train accurate machine learning models, but much data is not publicly available.In drug discovery this is particularly evident, as much data is withheld at pharmaceutical companies for various reasons.Federated Learning (FL) aims at training a joint model between multiple parties but without