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Objective, quantitative facial phenotyping from standard photographs now captures subtle craniofacial deviations in rare diseases, moving beyond subjective clinical descriptions.
It is found that aggregate pairwise comparisons transfer strongly across evaluation settings, including from randomly generated tasks to clinically meaningful tasks and across datasets, and at the same time, clinically meaningful tasks exhibit greater task-method interaction.