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ResearchFormerly WizWand

In-hospital mortality prediction on Clinical Multimodal Dataset (test)

0.89AUROCHAIM
0.763120.796060.8290.86194Oct 31, 2025
Updated 7mo ago

Evaluation results

MethodLinks
HAIM2025.100.890.54
MedM2TAblation Configuration=Full Model2025.100.8680.47
MedM2TAblation Configuration=w/o Pre-trained Encoder2025.100.8680.477
MedM2TAblation Configuration=w/o Bi-Modal Attention2025.100.8680.476
MedM2TAblation Configuration=w/o Shared Encoder2025.100.8680.472
MultiModNEncoder Type=Our Encoder2025.100.8670.455
MultiBenchFusion Strategy=LF, Encoder Type=Our Encoder2025.100.8620.46
MultiModNEncoder Type=Original2025.100.8560.409
MultiBenchFusion Strategy=LF, Encoder Type=Original2025.100.8330.418
MultiBenchFusion Strategy=LRTF, Encoder Type=Original2025.100.8230.368
MultiBenchFusion Strategy=LRTF, Encoder Type=Our Encoder2025.100.7680.343