Lucia Pagani

EnSidNet: Enhanced Hybrid Siamese-Deep Network for grouping clinical trials into drug-development pathways

Siamese Neural Networks have been widely used to perform similarity classification in multi-class settings. Their architecture can be used to group the clinical trials belonging to the same drug-development pathway along the several clinical trial phases. Here we present an approach for the unmet ne…