Bayesian probability is a statistical method that applies the principles of Bayes' Theorem to update the probability of a hypothesis as more evidence or information becomes available. It is particularly useful in medical contexts, including the diagnosis and management of neonatal disorders, where initial data might be scarce but grows as more tests are conducted.