Statistics in Medicine
The study introduced new statistical methods to evaluate multi-cancer early detection (MCED) tests using cancer type–specific metrics rather than aggregate measures that obscure true performance. This framework enables more accurate assessment of MCED accuracy, tissue localization, and marginal test classification distribution to support precise clinical and healthcare decision-making and optimized trial design.