Zhuoqiao He

Four overlooked errors in ROC analysis: how to prevent and avoid

2024 · BMJ Evidence-Based Medicine

Diagnostic tests are frequently applied within clinical practice to assist with disease diagnosis, differential diagnosis, disease grading and prognosis evaluation. Receiver operating characteristic (ROC) curve analysis is one common approach for analysing discriminative performance of …