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ResearchFormerly WizWand

Image-omic Classification on TCGA Lung Cancer

99.47AccuracyGiMP
74.707681.136387.56593.9937Sep 6, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GiMPModality=Pathology & Genomic, Pre-train=w/ pre-train2023.0999.47
GiMPModality=Pathology & Genomic, Pre-train=w/o pre-train2023.0997.37
Pathomic FusionModality=Pathology & Genomic, Pre-train=w/o pre-train2023.0996.84
MCATModality=Pathology & Genomic, Pre-train=w/o pre-train2023.0996.32
PORPOISEModality=Pathology & Genomic, Pre-train=w/o pre-train2023.0995.24
REFERSModality=Pathology & Genomic, Pre-train=w/ pre-train2023.0993.68
BioViLModality=Pathology & Genomic, Pre-train=w/ pre-train2023.0993.16
MGCAModality=Pathology & Genomic, Pre-train=w/ pre-train2023.0991.05
GiMP (w/o GroupMSA)Modality=Pathology, Pre-train=w/o pre-train2023.0989.95
CLAM-MBModality=Pathology, Pre-train=w/o pre-train2023.0988.89
TransMILModality=Pathology, Pre-train=w/o pre-train2023.0988.36
CLAM-SBModality=Pathology, Pre-train=w/o pre-train2023.0985.19
ABMILModality=Pathology, Pre-train=w/o pre-train2023.0977.37
DSMILModality=Pathology, Pre-train=w/o pre-train2023.0975.66