CWOT-CE applies the Choquet integral with block recurrent encoding to aggregate six heterogeneous outcome dimensions for composite endpoint analysis in clinical trials and outperforms Cox TTFE, Win Ratio, and WLW in most simulated scenarios.
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Multi-Dimensional Composite Endpoint Analysis via the Choquet Integral: Block Recurrent Encoding and Comparative Advantage Mapping
CWOT-CE applies the Choquet integral with block recurrent encoding to aggregate six heterogeneous outcome dimensions for composite endpoint analysis in clinical trials and outperforms Cox TTFE, Win Ratio, and WLW in most simulated scenarios.