Chagriya Kitiyakara

When Clinicaland Metabolomics Data Work Together:A Comparative Framework for Multimodal Disease Classification acrossMachine and Deep Learning

Abstract Disease classification using clinical and metabolomics data increasingly relies on multimodal integration, yet the complementary and comparative contributions of these modalities remain poorly understood. Most existing frameworks prioritize predictive performance without...