MICON integrates chemical structures as treatments into contrastive pre-training to enhance image representations for morphological profiling, yielding small but consistent gains over image-only baselines in cross-replicate and cross-center reproducibility tasks.
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Integrating chemical structures as treatments improves representations of microscopy images for morphological profiling
MICON integrates chemical structures as treatments into contrastive pre-training to enhance image representations for morphological profiling, yielding small but consistent gains over image-only baselines in cross-replicate and cross-center reproducibility tasks.