Sample efficiency in gynecology refers to the effectiveness and accuracy of diagnostic tests and procedures in detecting and diagnosing gynecological conditions using the smallest possible sample size. This concept is crucial for minimizing patient discomfort, reducing healthcare costs, and improving diagnostic accuracy.