Maximum smoothed likelihood method for the combination of multiple diagnostic tests, with application to the ROC estimation

Fangyong Zheng, Pengfei Li, Tao Yu

In medical diagnostics, leveraging multiple biomarkers can significantly improve classification accuracy compared to using a single biomarker. While existing methods based on expon…