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In-hospital mortality prediction on MIMIC-III continual protocol (B) demographic shift

0.85AUROC (Full-data UB)

Tree of Concepts

Updated 1mo ago

Evaluation Results

Method	Links
Tree of Concepts 2026.04		0.85	0.76	0.8
XGBoost 2026.04		0.84	0.7	0.77
XGBoost 2026.04		0.84	0.74	0.78
FT-Transformer 2026.04		0.83	0.68	0.76
FT-Transformer 2026.04		0.83	0.71	0.77
Decision Tree 2026.04		0.77	0.52	0.68
Decision Tree 2026.04		0.77	0.58	0.69