Skip to main content
Fig. 10 | BMC Bioinformatics

Fig. 10

From: MADGAN: unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction

Fig. 10

Unsupervised anomaly detection results using average \(\ell _2\) loss per scan on reconstructed T1 slices (ROCs and AUCs). Unchanged CDR = 0 (i.e., cognitively healthy population) is compared against: a all the other CDRs (i.e., dementia); b CDR = 0.5 (i.e., very mild dementia); c CDR = 1 (i.e., mild dementia); d CDR = 2 (i.e., moderate dementia). Each model is trained for 1.8M steps

Back to article page

BMC Bioinformatics

ISSN: 1471-2105

Contact us