2 papers
cs.LG2025
Predicting effect of novel treatments using molecular pathways and real-world data
Adrien Couetoux, Thomas Devenyns, Lise Diagne +3
In pharmaceutical R&D, predicting the efficacy of a pharmaceutical in treating a particular disease prior to clinical testing or any real-world use has been challenging. In this pa…
cs.LG2024
Indication Finding: a novel use case for representation learning
Maren Eckhoff, Valmir Selimi, Alexander Aranovitch +7
Many therapies are effective in treating multiple diseases. We present an approach that leverages methods developed in natural language processing and real-world data to prioritize…