Fig. 1: Evaluation pipeline.
From: Evaluating batch correction methods for image-based cell profiling
We evaluated five image-based profiling scenarios with different image acquisition equipment (high-throughput microscopes), laboratory, number of compounds and number of replicates. We used a state-of-the-art pipeline for image analysis. We compared ten batch correction methods using qualitative and quantitative metrics.
