Beyond In-Distribution Metrics: A Systematic Out-of-Distribution Evaluation of Congenital Heart Disease Segmentation
It is shown that conventional in-distribution evaluation can obscure clinically important generalization failures and support explicit cross-dataset testing as a key component of CHD segmentation evaluation, and conventional in-distribution evaluation can obscure clinically important generalization failures.
Aniketh Vijesh, Shrisharanyan Vasu, Abhijit Ramesh et al.
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