“…which play a predominant role in predicting the true status. The following are some of the research papers which address this scenario, Tosteson and Begg [26], Thompson and Zucchini [27], Toledano and Gatsonis [28], Pepe [29][30][31], Alonzo and Pepe [32], Faraggi [33], Dodd and Pepe [34], Cai and Pepe [35], Zhang and Pepe [36]. Further, another stream of work was initiated by assigning weights to each marker.…”