A linear uncertainty-propagation model fitted on cardiac MRI plus health-record text is shown to transfer across prediction tasks and data distributions, enabling cheaper uncertainty estimates.
Handbook of numerical analysis1, 465–652 (1990)
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Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications
A linear uncertainty-propagation model fitted on cardiac MRI plus health-record text is shown to transfer across prediction tasks and data distributions, enabling cheaper uncertainty estimates.