Extended Data Fig. 2: NIMBUS F1 score comparison for individual channels.
From: Automated classification of cellular expression in multiplexed imaging data with Nimbus
a-e, F1 scores for the individual channels of the data subsets of Pan-M. f, Receiver Operating Characteristic (ROC) curves for the individual datasets and combined Pan-M dataset. g, Inference time for Nimbus as a function of increasing image size. h, Comparison of inference time between Nimbus and integrated expression as a function of increasing image size. i, Comparison of inference time between Nimbus, MAPS, and STELLAR, with preprocessing (integrated expression calculation) included. Bars show averages and error bars indicate standard deviations across three independent training runs in a-e.
