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MorphQ: label-free quantification and visualisation of complex morphology from standardised specimen images

1. Quantifying complex morphology from images remains difficult because predefined descriptors capture only selected traits. Yet, supervised machine learning models for images require labels and often produce task-specific features that are hard to interpret as biological traits. 2. We present MorphQ, a label-free, self-supervised method that learns a quantitative morphospace from standardised…

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