CLOOME: a new search engine unlocks bioimaging databases for queries with chemical structures
Sprache des Titels:
Neural Information Processing Systems Foundation (NeurIPS 2022)
Currently, bioimaging databases cannot be queried by chemical structures that induce the phenotypic effects captured by the image. We present a novel retrieval system
based on contrastive learning that is able to identify the chemical structure inducing the phenotype out of ~2,000 candidates with a top-1 accuracy >70 times higher than a random baseline.