Uncertainty estimation for classification and risk prediction on medical tabular data

Lotta Meijerink, Giovanni Cinà, Michele Tonutti

In a data-scarce field such as healthcare, where models often deliver predictions on patients with rare conditions, the ability to measure the uncertainty of a model's prediction c…