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Multi-disease 5-year prediction on Abdominal CT (test)

0.77AUROC (CKD)

Merlin

Updated 1mo ago

Evaluation Results

Method	Links
Merlin 2024.06		0.77	0.72	0.75	0.76	0.74	0.8	0.76
I3D (EHR) 2024.06		0.76	0.72	0.74	0.74	0.73	0.68	0.73
Merlin 2024.06		0.74	0.7	0.69	0.7	0.73	0.69	0.71
I3D 2024.06		0.74	0.74	0.71	0.68	0.68	0.74	0.71
I3D 2024.06		0.72	0.72	0.67	0.67	0.67	0.66	0.68
ResNet152 2024.06		0.63	0.74	0.65	0.65	0.57	0.6	0.64
I3D (EHR) 2024.06		0.58	0.64	0.47	0.75	0.69	0.62	0.62
Swin Transformer 2024.06		0.55	0.73	0.61	0.52	0.54	0.6	0.59
ResNet152 2024.06		0.53	0.66	0.6	0.49	0.58	0.5	0.56
Swin Transformer 2024.06		0.46	0.7	0.43	0.53	0.53	0.56	0.54