José Ignacio Orlando
José Ignacio Orlando
Home
Publications
Projects
Posts
Talks
Teaching
Supervision
Experience
Contact
CV
Oct
Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT
We used epistemic uncertainty estimates to discover potential abnormalities in diseased OCT scans. The uncertainty maps are obtained by a Bayesian U-Net trained on healthy OCT scans with weak labels of the retinal layers.
«
Cite
×