2 papers
cs.LG2025
Out-of-distribution evaluations of channel agnostic masked autoencoders in fluorescence microscopy
Christian John Hurry, Jinjie Zhang, Olubukola Ishola +2
Developing computer vision for high-content screening is challenging due to various sources of distribution-shift caused by changes in experimental conditions, perturbagens, and fl…
q-bio.QM2024
Leak Proof CMap; a framework for training and evaluation of cell line agnostic L1000 similarity methods
Steven Shave, Richard Kasprowicz, Abdullah M. Athar +3
The Connectivity Map (CMap) is a large publicly available database of cellular transcriptomic responses to chemical and genetic perturbations built using a standardized acquisition…