Fig. 4: Model uncertainty computed for the different groups of subjects (adults from local dataset, adults from ABIDE and children from ABIDE). | NPP—Digital Psychiatry and Neuroscience

Fig. 4: Model uncertainty computed for the different groups of subjects (adults from local dataset, adults from ABIDE and children from ABIDE).

From: A probabilistic deep learning approach for choroid plexus segmentation in autism spectrum disorder

Fig. 4: Model uncertainty computed for the different groups of subjects (adults from local dataset, adults from ABIDE and children from ABIDE).The alt text for this image may have been generated using AI.

We computed four uncertainty metrics: (i) Standard deviation of the predictions, (ii) total predicted entropy (H), (iii) aleatoric uncertainty proxy (expected per sample entropy), and (iv) epistemic uncertainty (mutual information). ASD: Autism Spectrum Disorder, CON: Controls, Adults: 18 years old or older, Children: younger than 18 years old.

Back to article page