In Gynecology, t-tests help in analyzing clinical data to make informed decisions regarding treatment efficacy, patient outcomes, and diagnostic accuracy. For instance, they can be used to compare the mean recovery time of patients undergoing two different surgical procedures or to assess the impact of a new drug on menstrual cycle regularity.